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100-days-of-ml-code

100 Days of ML Coding

adversarialnetspapers

The classical papers and codes about generative adversarial nets

autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

caffe

Caffe: a fast open framework for deep learning.

caffe-hrt

Heterogeneous Run Time version of Caffe. Added heterogeneous capabilities to the Caffe, uses heterogeneous computing infrastructure framework to speed up Deep Learning on Arm-based heterogeneous embedded platform. It also retains all the features of the original Caffe architecture which users deploy their applications seamlessly.

caffe-tensorflow

Caffe models in TensorFlow

cameracalibration

cc

代码库 & Blog

cdg

coding-interview-university

A complete computer science study plan to become a software engineer.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cvpr-2017-abstracts-collection

Collection of CVPR 2017, including titles, links, authors, abstracts and my own comments

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

datasciencespecialization.github.io

http://DataScienceSpecialization.github.io

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearningbook

MIT Deep Learning Book in PDF format

deeplearningbook-chinese

Deep Learning Book Chinese Translation

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

dw

A Dual Weighting Label Assignment Scheme for Object Detection

effectivetensorflow

TensorFlow tutorials and best practices.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fast-rcnn-train-another-dataset

train on another dataset

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

faster_rcnn

Faster R-CNN

faster_rcnn_pytorch

Faster RCNN with PyTorch