gesture_project

This repository shows all about my project "gesture recognition".

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Here you can find the informations about how to train a model with tensorflow.

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Credits:

• https://github.com/gustavz/deeptraining_hands
• https://github.com/armaanpriyadarshan/Training-a-Custom-TensorFlow-2.X-Object-Detector
• calculate IoU:
  • http://ronny.rest/tutorials/module/localization_001/iou/
  • https://www.pyimagesearch.com/2016/11/07/intersection-over-union-iou-for-object-detection/

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Hand detection:

• datasets: Egohands, Oxford
• first try of object detection (tablets):
  • YouTube: Training a Custom Object Detector with TensorFlow 2.0 Custom Object Detection API 2020
  • GitHub: Training-a-Custom-TensorFlow-2.X-Object-Detector

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Detection:

• Hand and gesture detection using only Image Processing
• Hand detection with 20 Points
• Hand and gesture detection!!!
• Multi person pose detection
• Hand detection
• 3D Hand detection
• Gesture detection (his own dataset and model)