├── .gitignore ├── README.md ├── autoaugment.py ├── convert_quant.py ├── figures ├── FoxPanda_flowchart.png ├── rpi4_cpu_compare.png └── rpi4_cpu_compare_20210201.png ├── imagenet.py ├── models ├── fpnet_dsp.py ├── fpnet_fpga.py ├── fpnet_pixel4.py └── utils.py ├── preprocess.py ├── requirements.txt ├── train.py ├── utils.py ├── val.py └── val_quant.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/README.md -------------------------------------------------------------------------------- /autoaugment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/autoaugment.py -------------------------------------------------------------------------------- /convert_quant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/convert_quant.py -------------------------------------------------------------------------------- /figures/FoxPanda_flowchart.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/figures/FoxPanda_flowchart.png -------------------------------------------------------------------------------- /figures/rpi4_cpu_compare.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/figures/rpi4_cpu_compare.png -------------------------------------------------------------------------------- /figures/rpi4_cpu_compare_20210201.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/figures/rpi4_cpu_compare_20210201.png -------------------------------------------------------------------------------- /imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/imagenet.py -------------------------------------------------------------------------------- /models/fpnet_dsp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/models/fpnet_dsp.py -------------------------------------------------------------------------------- /models/fpnet_fpga.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/models/fpnet_fpga.py -------------------------------------------------------------------------------- /models/fpnet_pixel4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/models/fpnet_pixel4.py -------------------------------------------------------------------------------- /models/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/models/utils.py -------------------------------------------------------------------------------- /preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/preprocess.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/requirements.txt -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/train.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/utils.py -------------------------------------------------------------------------------- /val.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/val.py -------------------------------------------------------------------------------- /val_quant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/great8nctu/lpcvc20/HEAD/val_quant.py --------------------------------------------------------------------------------