I'm an engineer with interest in applied and R&D ML. I am known in github for pairing up SOTA real-time models with SOTA tracking modules.
Currently:
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building Yolov3 and 4 from scratch in PyTorch Lightning -
INT8 quantizing TFLite and ONNX models. -
Integrating ONNX models in embedded devices using opencv -
Integrate models into Axera CPUs with NPU capabilities -
Make camera motion compensation methods (SIFT, ORB, ECC, SparseOptFlow) run in real-time
I am an open source advocate.
📫 How to reach me: yolov5.deepsort.pytorch@gmail.com