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cvpr-2021-papers

cvpr2020

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

face_detection

imagenet

This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-spiking-yolov3

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.

pytorch-yolov4

Minimal PyTorch implementation of YOLOv4

ssd-pruning-and-quantization

Pruning and quantization for SSD. Model compression.

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

yolo-v1

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

yolov3-complete-pruning

提供对YOLOv3及Tiny的多种剪枝版本，以适应不同的需求。