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channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearning.ai-assignments

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

machine-learning-with-pytorch-and-scikit-learn-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

paper-reading

深度学习经典、新论文逐段精读

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python_ebook

收集了一些Python相关资料

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

sift-scale-invariant-feature-transform

SIFT (Scale Invariant Feature Transform)

studying

阅读 & 写作 & 学习

tensorrt_demos

TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet

tkdnn

Deep neural network library and toolkit to do high performace inference on NVIDIA jetson platforms

yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite