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brevitas Xilinx

197

1.2k

other

34

Brevitas: neural network quantization in PyTorch

ptq qat fpga xilinx pytorch brevitas quantization deep-learning neural-networks hardware-acceleration

Created 2018-07-10

1,406 commits to master branch, last one about a month ago

flexible-yolov5 Bobo-y

120

667

gpl-3.0

10

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

gcn ptq qat cbam neck dcnv2 hrnet resnet yolov3 yolov5 pytorch backbone sparsity tensorrt moblienet shufflenet triton-server object-detection swin-transformer

Created 2021-03-26

206 commits to v2 branch, last one 3 months ago

yolo_deepstream NVIDIA-AI-IOT

139

549

apache-2.0

16

yolo model qat and deploy with deepstream&tensorrt

qat yolov4 yolov7 object-detection pytorch-quantization

Created 2020-09-16

32 commits to main branch, last one about a month ago

model_optimization sony

53

331

apache-2.0

24

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers adva...

ptq qat edge-ai pytorch optimizer tensorflow quantization deep-learning neural-network machine-learning network-compression deep-neural-networks network-quantization

Created 2021-06-21

1,274 commits to main branch, last one 2 days ago