fuksky

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

netron

Visualizer for neural network, deep learning and machine learning models

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

PRMLT

Matlab code of machine learning algorithms in book PRML

Person_reID_baseline_pytorch

:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

Synchronized-BatchNorm-PyTorch

Synchronized Batch Normalization implementation in PyTorch.

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

ML-GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

grad-cam-pytorch

PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

AlignedReID-Re-Production-Pytorch

Reproduce AlignedReID: Surpassing Human-Level Performance in Person Re-Identification, using Pytorch.

ICNet

ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018

FishNet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

Recycle-GAN

Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)

EANet

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

SODsurvey

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

PCB_RPP_for_reID

pytorch-explain-black-box

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

FD-GAN

[NeurIPS-2018] FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification.

GENet

person-reid-benchmark

A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets

DomainAdaptiveReID

SPReID

Code for our CVPR 2018 paper - Human Semantic Parsing for Person Re-identification

part_bilinear_reid

Code for ECCV2018 paper: Part-Aligned Bilinear Representations for Person Re-Identification

ICML-2018-Papers

https://icml.cc/Conferences/2018/Schedule

BTGFW

自建梯子教程