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website/materials/guides/examples.md

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Here's a list of ML projects along with their Github links.
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| Project | Description |
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| --------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------ |
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| [Audio Named Entity Recognition](https://github.com/atharvakale343/AudioNER) <br/> by [anjus1313](https://github.com/anjus1313) | Transcribe audio files and find named entities within them. |
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| [TTS Text-to-Speech](https://github.com/ShriramG24/TTS-Flask-ML) <br/> by [sahithi-66](https://github.com/sahithi-66) | Converts a collection of text inputs to audio files. |
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| [Image Object Detection](https://github.com/Shreneken/image_object_detection) <br/> by [Shreneken](https://github.com/Shreneken) | Detects 80 common objects in an image and produces bounding boxes |
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| [Image Super Resolution](https://github.com/ShriramG24/IMG-Super-Resolution) <br/> by [ShriramG24](https://github.com/ShriramG24) | Upscales an image to a higher resolution. |
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| [Small Block Forensics](https://github.com/atharvakale343/small-block-forensics) <br/> by [atharvakale343](https://github.com/atharvakale343) | A forensic technique to search for a subset of files in a large dataset. |
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| [Audio Transcription](https://github.com/prasannals/audio-transcription) <br/> by [prasannals](https://github.com/prasannals) | Transforms a batch of audio files to their transcriptions. |
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| Project | Description |
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| --------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------- |
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| [Face Match](https://github.com/RigvedManoj/FaceMatch) <br/> by [RigvedManoj](https://github.com/RigvedManoj) and [anjus1313](https://github.com/anjus1313) | Identifies facial matches within an image database |
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| [Geo Locator](https://github.com/UMass-Rescue/GeoLocator) <br/> by [RAHASYABARKUR](https://github.com/RAHASYABARKUR) and [masudul-islam](https://github.com/masudul-islam) | Assists in location identification from anonymous images |
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| [Deep Fake Detector](https://github.com/UMass-Rescue/DeepFakeDetector) <br/> by [aravadikesh](https://github.com/aravadikesh) and [pritshah9](https://github.com/pritshah9) | Classify deep fake images from a dataset |
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| [message-analyzer](https://github.com/cteri/message-analyzer) <br/> by [cteri](https://github.com/cteri) and [Mitali-Juvekar](https://github.com/Mitali-Juvekar) | Analyze conversations using large language models |
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| [ImageSearch_CLIP](https://github.com/UMass-Rescue/ImageSearch_CLIP) <br/> by [sravanigona](https://github.com/sravanigona) and [sahithi-66](https://github.com/sahithi-66) | Querying images by text or image using OpenAI's CLIP model, FAISS and PostgreSQL |
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| [Audio Named Entity Recognition](https://github.com/atharvakale343/AudioNER) <br/> by [anjus1313](https://github.com/anjus1313) | Transcribe audio files and find named entities within them. |
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| [TTS Text-to-Speech](https://github.com/ShriramG24/TTS-Flask-ML) <br/> by [sahithi-66](https://github.com/sahithi-66) | Converts a collection of text inputs to audio files. |
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| [Image Object Detection](https://github.com/Shreneken/image_object_detection) <br/> by [Shreneken](https://github.com/Shreneken) | Detects 80 common objects in an image and produces bounding boxes |
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| [Image Super Resolution](https://github.com/ShriramG24/IMG-Super-Resolution) <br/> by [ShriramG24](https://github.com/ShriramG24) | Upscales an image to a higher resolution. |
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| [Small Block Forensics](https://github.com/atharvakale343/small-block-forensics) <br/> by [atharvakale343](https://github.com/atharvakale343) | A forensic technique to search for a subset of files in a large dataset. |
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| [Audio Transcription](https://github.com/prasannals/audio-transcription) <br/> by [prasannals](https://github.com/prasannals) | Transforms a batch of audio files to their transcriptions. |

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