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<!DOCTYPE html>
<html>
<head>
<title>H2O.ai Catalog | Hydrogen Torch Use Cases</title>
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<body>
<div class="container">
<div align="center" class="row">
<h1 class='heading'>H2O.ai <span class='js2'>Catalog</span></h1>
<p class='subheading'>Collection of Hydrogen Torch Use Cases</p>
</div>
<div class="row g-6 filter-class">
<div class="col-sm-4">
<label for="specificSizeSelect">Industry</label> <select class="filterby form-select" id="specificSizeSelect">
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All
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Banking
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Manufacturing
</option>
<option value="AI4Good">
AI4Good
</option>
<option value="Media">
Media
</option>
<option value="Healthcare">
Healthcare
</option>
<option value="Government">
Government
</option>
<option value="Agriculture">
Agriculture
</option>
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Security
</option>
<option value="Marketing">
Marketing
</option>
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Research
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Sports
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All
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Object Detection
</option>
<option value="ImageMetricLearning">
Image Metric Learning
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<option value="ImageSegmentation">
Image Segmentation
</option>
<option value="ImageClassification">
Image Classification
</option>
<option value="TextSequencetoSequence">
Text Sequence to Sequence
</option>
<option value="AudioClassification">
Audio Classification
</option>
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Image Regression
</option>
<option value="TextClassification">
Text Classification
</option>
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Image Semantic Segmentation
</option>
<option value="TextRegression">
Text Regression
</option>
<option value="TextTokenClassification">
Text Token Classification
</option>
<option value="TextMetricLearning">
Text Metric Learning
</option>
<option value="TextSpanPrediction">
Text Span Prediction
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Speech Recognition
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3D Image Semantic Segmentation
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Audio Regression
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Image
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Text
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Audio
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Speech
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3D Image
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<div class="row" id="FilterContainer">
<!-- paste here start -->
<div class="card mb-4 all ObjectDetection Image Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Document Signature Detection</h3>
<p>Detect signatures in the digital documents</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Banking</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/signature_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageMetricLearning Image Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Document Signature Verification</h3>
<p>Verify, match, and compare the digital signatures</p>
<p><span class="badge1">Image Metric Learning</span> <span class="badge1">Banking</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/signature_verification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Smoke Segmentation</h3>
<p>Segment the presence and location of smoke within images</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/smoke_segmentation" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Smoke Classification</h3>
<p>Classify whether a given image contain smoke(s) or not</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/smoke_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Underwater Starfish Detection</h3>
<p>Detect the underwater starfish using object detection techniques</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">AI4Good</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/underwater_starfish_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Food Type Classification</h3>
<p>Categorize food types based on their visual characteristics</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Media</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/food_classifications" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Surface Crack Classification</h3>
<p>Classify whether a given image contain crack(s) or not</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/crack_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Brain Tumor Classification</h3>
<p>Predict the type of tumor based on medical imaging data</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Healthcare</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/brain_mri" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Road Quality Classification</h3>
<p>Classify the roads based on their quality</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/road_quality_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Building Segmentation</h3>
<p>Segment buildings in the satellite images</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/satellite_imagery___(map_challenge)" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Hurriance Damage Classification</h3>
<p>Classify if a given region(area) contains flooding damage or not</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">AI4Good</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/hurriance_damage_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Flooding Area Segmentation</h3>
<p>Segment the water regions in flooding area</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">AI4Good</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/flooding_area_prediction" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Product Defect Classification</h3>
<p>Classify the defects in the machinery</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/product_defect_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Flooding Area Segmentation (multi-label)</h3>
<p>Segment the flooding area in UAS (Unarmed Aerial System) imageries</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">AI4Good</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/flood_area_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Road Segmentation</h3>
<p>Segment the roads, potholes, and footpaths in a given image</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/indian_roads_segmentation" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Bird Species Classification</h3>
<p>Classify the bird species in a given image</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">AI4Good</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/bird_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Agriculture">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Pest Species Classification</h3>
<p>Classify the pest species in a given image</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Agriculture</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/pest_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Concrete Fiber segmentation</h3>
<p>Identify and segment fibers in concrete images</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/fiber_segmentation" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextSequencetoSequence Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Document Summarization</h3>
<p>Generate a concise summary of a longer text</p>
<p><span class="badge1">Text Sequence to Sequence</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/text_summarization" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Whale Audio Detection</h3>
<p>Identify whether an audio signal is related to a whale or not</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">AI4Good</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/whale_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Pill Quality Classification</h3>
<p>Classify whether a pill is dirty or not</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Healthcare</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/pill_quality_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Pill Detection</h3>
<p>Detect the pills in a given image</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Healthcare</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/pill_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Steel Defect Classification</h3>
<p>Identify and classify defects in steel surfaces</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/steel_defect_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Textile Defect Classification</h3>
<p>identify whether the textile is damage or not</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/textile_defect_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">PCB Defect Detection</h3>
<p>Detect and classify the defects in Printed Circuit Boards</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/pcb_defect" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Agriculture">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Tea Leaves Disease Classification</h3>
<p>Identify and classify the disease in the leaves</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Agriculture</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/tea_leaves_disease_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Brain MRI Segmentation</h3>
<p>Segment FLAIR abnormality regions in brain MR images</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">Healthcare</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/brain_mri_segmentation" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Casting Defect Classification</h3>
<p>Detect and classify the casting defects</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/casting_defect_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageRegression Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Public Crowd Counting</h3>
<p>Estimate the number of people in a given area</p>
<p><span class="badge1">Image Regression</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/crowd_counting" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Document Stamp Detection</h3>
<p>Detect stamps in the digital documents using object detection techniques</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">Banking</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/stamp_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">ASL Alphabet Classification</h3>
<p>Classify the American Sign Language (ASL) alphabet letters from images</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">AI4Good</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/asl_alphabet_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Agriculture">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Crop Classification</h3>
<p>Identify different types of crops in an agricultural field</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Agriculture</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/crop_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Urban Road Detection</h3>
<p>Detect and segment the roads in urban areas</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/road_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Weather Classification</h3>
<p>Classify the weather type from a given image</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">AI4Good</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/weather_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Wind Turbines Detection</h3>
<p>Detect the wind turbines using object detection techniques</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/wind_turbines_object_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Skin Cancer Segmentation</h3>
<p>Detect and segment skin lesions in medical images</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">Healthcare</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/skin_cancer_segmentation" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio AI4Good">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Bird Voice Classification</h3>
<p>Identify the bird by using their audio</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">AI4Good</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/bird_voice_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Urban Sound Classification</h3>
<p>Classify categories of audio signals in the urban environments</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Government</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/urban_sound_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Printer Defect Detection</h3>
<p>Detect malicious defects in 3D printer operations</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/printer_defect_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">AI-Generated Image Detection</h3>
<p>Classify whether an image is generated by an AI or not</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Banking</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/ai_generated_image_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSegmentation Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Driving Lane Detection</h3>
<p>Identify and segment the lanes on the road</p>
<p><span class="badge1">Image Segmentation</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/lane_detection_for_driving" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Audio Emotion Detection</h3>
<p>Classify human emotions from audio signals</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Banking</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/audio_emotion_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Document Classification</h3>
<p>Classify different types of documents based on their content</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Banking</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/document_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Agriculture">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Germination Seedling Detection</h3>
<p>Detect seedlings to assess quality of germination process</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Agriculture</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/germination_seedling_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Traffic Light Detection</h3>
<p>Detect the traffic lights in image data</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/traffic_light_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Trash Detection</h3>
<p>Identify and classify various types of trash objects</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/trash_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Hardhat Detection</h3>
<p>Detect the presence of hardhats in images</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/hardhat_object_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Heartbeat Sound Classification</h3>
<p>Classify heartbeat sounds into different categories</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Healthcare</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/heartbeat_sound_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Disaster Tweets Classification</h3>
<p>Classify tweets as either disaster-related or not disaster-related</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Government</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/disaster_tweets_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Security">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Email Spam Classification</h3>
<p>Classify emails into spam or non-spam categories</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Security</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/email_spam_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Online Reviews Classification</h3>
<p>Classify the online reviews as positive, negative, and neutral</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/amazon_reviews" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Spoken Digits Classification</h3>
<p>Classify the spoken digits into 0 to 9</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/audio_samples_of_spoken_digits" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageMetricLearning Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Similar Ads Image Identification</h3>
<p>Identify the images of same bicycle within the same advertisement</p>
<p><span class="badge1">Image Metric Learning</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/online_bicycle_ads" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSemanticSegmentation Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Car Parts Segmentation</h3>
<p>Segment the car parts in a given image containing one or more cars</p>
<p><span class="badge1">Image Semantic Segmentation</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/car_parts_segmentation" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextRegression Text Marketing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Hotel Recommendations</h3>
<p>Rate the quality of 6 differnet facilities of the hotels using their reviews</p>
<p><span class="badge1">Text Regression</span> <span class="badge1">Marketing</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/hotel_reviews" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Environmental Sound Classification</h3>
<p>Classify the environmental sounds using audio classification techniques</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Government</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/environmental_sounds" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextTokenClassification Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Physical Objects Entity Recognition</h3>
<p>Recognize the physical objects of the tokens in each text</p>
<p><span class="badge1">Text Token Classification</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/physical_objects_name_specified_texts" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextSequencetoSequence Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">News Summarization</h3>
<p>Summarize the news articles</p>
<p><span class="badge1">Text Sequence to Sequence</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/cnn_and_daily_mail_news_stories" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextRegression Text Marketing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Article Readability Scoring</h3>
<p>Calculate the readability scores of the texts</p>
<p><span class="badge1">Text Regression</span> <span class="badge1">Marketing</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/texts_with_readability_scores" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Toxic Comment Classification</h3>
<p>Classify the online comments into different categories</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/wikipedia_toxic_comments" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageMetricLearning Image Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Person Re-Identification</h3>
<p>Identify the images of the same person from set of person images</p>
<p><span class="badge1">Image Metric Learning</span> <span class="badge1">Banking</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/person_images" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Security">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Protests Related Texts Identification</h3>
<p>Identify the protests related texts</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Security</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/protests_related_texts" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextMetricLearning Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Similar Questions Grouping</h3>
<p>Identify the similar questions asked in an online forum</p>
<p><span class="badge1">Text Metric Learning</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/askubuntu_questions" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextRegression Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Search Queries Wellformedness</h3>
<p>Rate the wellformedness of the online search engine queries</p>
<p><span class="badge1">Text Regression</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/google_search_queries" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextSpanPrediction Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Question Answering in Contexts</h3>
<p>Answer the questions from given contexts</p>
<p><span class="badge1">Text Span Prediction</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/questions_with_answers_and_contexts" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all SpeechRecognition Speech Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Speech Commands Classification</h3>
<p>Transcribe the spoken commands and convert them into actionable instructions</p>
<p><span class="badge1">Speech Recognition</span> <span class="badge1">Banking</span> <span class="badge1">Speech</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/commands_speech_recognition" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all SpeechRecognition Speech Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Speech Intent Classification</h3>
<p>Categorize the user's intended action or query based on the spoken inputs</p>
<p><span class="badge1">Speech Recognition</span> <span class="badge1">Banking</span> <span class="badge1">Speech</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/intent_classification_speech_recognition" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all SpeechRecognition Speech Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Speech Transcript Generation</h3>
<p>Generate transcripts for US english speech samples</p>
<p><span class="badge1">Speech Recognition</span> <span class="badge1">Government</span> <span class="badge1">Speech</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/phone_banking_speech_samples" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all 3DImageSemanticSegmentation 3DImage Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">CT-Scan Chest and Lungs Segmentation</h3>
<p>Segment the human chest and lungs in CT-Scan images</p>
<p><span class="badge1">3D Image Semantic Segmentation</span> <span class="badge1">Healthcare</span> <span class="badge1">3D Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/covid19_ct_scans" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSemanticSegmentation Image Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Nerves Segmentation in Ultrasound Images</h3>
<p>Segment a collection of nerves in the ultrasound images</p>
<p><span class="badge1">Image Semantic Segmentation</span> <span class="badge1">Healthcare</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/ultrasound_images_of_brachial_plexus" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioRegression Text Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Covid-19 Cough Audio Regression</h3>
<p>Predict the severity of cough using cough audio</p>
<p><span class="badge1">Audio Regression</span> <span class="badge1">Healthcare</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/covid19_cough_audio_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">News Article Classification</h3>
<p>Classify news articles in different categories</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/newsgroup_document_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Fake News Classification</h3>
<p>Detect fake news using text classification techniques</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/fake_news_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Biomedical Text Classification</h3>
<p>Classify biomedicine scientific articles in different categories</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Healthcare</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/biomedical_text_publication_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Book Rating Regression</h3>
<p>Predict the book rating using their reviews</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/book_rating_text_regression" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Disease Classification</h3>
<p>Predict potential diseases or medical conditions based on reported symptoms</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Healthcare</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/symptom_to_desease_prediction" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Tweet Emotion Detection</h3>
<p>Detect and classify emotions expressed in tweets</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Media</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/emotion_detection_from_tweets" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Security">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Fake Job Posting Detection</h3>
<p>Detect and classify fraudulent job postings in online platforms</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Security</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/fake_job_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Mental Disorder identification</h3>
<p>Identify and classify mental disorders</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Healthcare</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/mental_disorder_identification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextSpanPrediction Text Research">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">SQL Create Context</h3>
<p>Generate SQL queries or statements based on contextual information</p>
<p><span class="badge1">Text Span Prediction</span> <span class="badge1">Research</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/sql_create_context" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextSpanPrediction Text Security">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Adversarial-QA</h3>
<p>Develop and test robust question-answering systems against adversarial attacks</p>
<p><span class="badge1">Text Span Prediction</span> <span class="badge1">Security</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/adversarialqa" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextSequencetoSequence Text Research">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Scientific Papers NER</h3>
<p>Extract and classify named entities from scientific papers</p>
<p><span class="badge1">Text Sequence to Sequence</span> <span class="badge1">Research</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/scientific_papers" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Bank Emotion Detection</h3>
<p>Detect and classify customer emotions during interactions with banking services</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Banking</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/bank_emotion_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextSpanPrediction Text Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Insurance Holder Detection</h3>
<p>Determine and classify individuals holding insurance policies or claims</p>
<p><span class="badge1">Text Span Prediction</span> <span class="badge1">Banking</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/insurance_holder_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Media">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Music Instrument Classification</h3>
<p>Classify musical instruments based on audio recordings</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Media</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/musical_instruments_audio_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all TextClassification Text Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Human Stress Prediction</h3>
<p>Predict individuals stress levels based on physiological or behavioral signals</p>
<p><span class="badge1">Text Classification</span> <span class="badge1">Healthcare</span> <span class="badge1">Text</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/human_stress_prediction" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Gun Type Classification</h3>
<p>Recognize and classify firearms or gun-related objects from images or video data</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Government</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/gun_classifier" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Siren Sounds Classification</h3>
<p>Detect and classify emergency vehicle siren sounds from audio data</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Government</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/emergency_vehicle_siren_sounds" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Banking">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Speaker Recognition</h3>
<p>Identify and verify individuals based on vocal characteristics or speech patterns</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Banking</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/speaker_recognition" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Security">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Malicious Drones Prediction</h3>
<p>Predict and classify potentially harmful or unauthorized drones</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Security</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/malicious_drones_prediction" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ObjectDetection Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Face Mask Detection</h3>
<p>Detect and classify individuals wearing or not wearing face masks from images or video streams</p>
<p><span class="badge1">Object Detection</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/face_mask_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSemanticSegmentation Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Road Footpath Recognition</h3>
<p>Detect and recognize footpaths or pedestrian walkways in images or video data</p>
<p><span class="badge1">Image Semantic Segmentation</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/footpath_recognition" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Resistor Image Classification</h3>
<p>Classify an input resistor image into its corresponding type or category</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/resistor_image_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Manufacturing">
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<h3 class="card-title">Tire Texture Classification</h3>
<p>Classify an input tire image into its corresponding texture category</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/tire_texture_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Agriculture">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Flower Recognition</h3>
<p>Classify an input flower image into its corresponding species or category</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Agriculture</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/flower_recognition" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Government">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Railway Defect Classification</h3>
<p>Classify an input image or video frame into the corresponding defect category</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/railway_defect_classification" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageSemanticSegmentation Image Government">
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<h3 class="card-title">Motorcycle Rider Segementation</h3>
<p>Segment the motorcycle and the rider from the surrounding nighttime environment</p>
<p><span class="badge1">Image Semantic Segmentation</span> <span class="badge1">Government</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/motorcycle_night_ride_segmentation" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Sports">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Football Player segmentation</h3>
<p>Segment each football player present in the video frames</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Sports</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/football_player_segmentation" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all ImageClassification Image Healthcare">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Malaria Cell Detection</h3>
<p>Identify and classify red blood cells as infected or uninfected with malaria parasites</p>
<p><span class="badge1">Image Classification</span> <span class="badge1">Healthcare</span> <span class="badge1">Image</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/malaria_cell_detection" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
</div>
<div class="card mb-4 all AudioClassification Audio Manufacturing">
<font color='#FFC107'><i class="fa-solid fa-2x fa-fire"></i></font>
<h3 class="card-title">Audio Anonmaly Detection</h3>
<p>Classifies the audio segments into 4 machine parts: valve, fan, slider and pump</p>
<p><span class="badge1">Audio Classification</span> <span class="badge1">Manufacturing</span> <span class="badge1">Audio</span></p>
<p class="card-icon"><a href="https://github.com/h2oai/ht-catalog/tree/main/Assets/use-cases/anomaly_detection_using_audio___all" target='_blank'><i class="fa-solid fa-arrow-right"></i></a></p>
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