Fish tracking implemented with tflite object detection and DeepSort (Simple Online and Realtime Tracking with a Deep Association Metric). This project contain a colab notebook to train a detecction model and export it as a tflite model. Then this model is used as a fish detector, that produces input to the DeepSORT tracking. Instructions for using this project can be found in instructions.pdf. data_annotation.pdf contain details on how to prepare ground-truth bounding boxes to evaluate the tracking. Results of parameter tuning can be found in performance_evaluation.pdf.
drorki/fish_tracking
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