README.md

TensorFlow - TensorFlow Object Detection API

Setup - TensorFlow Object Detection API

• In folder /setup you'll find the instructions [Spanish] for installing de API in Windows 10.

PoCs - TensorFlow Object Detection API

• PoCs - Images Object Detection:

  • Run Windows:
    • Basic: 00_basic_obj_det.py.
  • Run Linux:
    • Basic: 00_basic_obj_det.py.

• PoCs - Webcam Object Detection:

  • Run Windows:
    • Webcam detection - Basic: 00_basic_obj_det.py.
  • Credits: Detect Objects Using Your Webcam.

• PoCs - Video Object Detection:

  • Run Windows:
    • Basic: 00_basic_obj_det.py.
    • Multi Processing and Threading: 01_multi_processing_threading_obj_det.py.
    • Soccer Game Detection: 02_soccer_realtime.py.
  • Run Linux:
    • Basic: 00_basic_obj_det.py.
  • Credits:
    • Increasing webcam FPS with Python and OpenCV.
    • Building a Real-Time Object Recognition App with Tensorflow and OpenCV.
    • Real-time and video processing object detection using Tensorflow, OpenCV and Docker.
    • Analyze a Soccer game using Tensorflow Object Detection and OpenCV.

• PoCs - Custom Datasets:

  • Raccoon Detector.