convolutional-networks
Tracked open-source repos tagged convolutional-networks, sorted by stars.
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Repos created in the last 90 days, tagged convolutional-networks.
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- #1
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
★ 11,623+7Star change over the last 7 days - #2
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
★ 3,453-1Star change over the last 7 days - #3
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
★ 2,265-1Star change over the last 7 days
