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ptod-model-training's Introduction

Transfer learning using PyTorch's object detection API

Platform Hardware Dependencies
๐Ÿ”ณ Linux ๐Ÿ”ณ Azure Kinect ๐Ÿ”ณ gflags
๐Ÿ”ณ glog
๐Ÿ”ณ Azure Kinect SDK
๐Ÿ”ณ opencv
๐Ÿ”ณ Anaconda
๐Ÿ”ณ Yolov5
๐Ÿ”ณ Image annotation tool

This project is made up of two sub-projects: image-capturing model-training. image-capturing is a CMake project that uses Microsoft's Azure Kinect to capture so-called depth color images (of cause, this can be changed). model-training uses shell and python scripts to exploit Tensor Flow's object detection API and train an object detection.


The notebooks in model-training README.md are self-documenting, but more on that in the model-training README.md. In principle, one can use any other camera, a webcam, or even already captured images (i.e., given a reasonable number of image captures exist) to train the detection model.

ptod-model-training's People

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