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a-preprocessing-enhanced-image-transmission-framework

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

chainer-dcgan

Chainer implementation of Deep Convolutional Generative Adversarial Network

compressai

A PyTorch library and evaluation platform for end-to-end compression research

cs-base

图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

detectron

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

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

generative-compression

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

java-eight-part

『Java八股文』Java面试套路，Java进阶学习，打破内卷拿大厂Offer，升职加薪！

javaguide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！

learned_image_compression

Joint autoregressive and hierarchical priors for learned image compression

mae-for-cifar

MAE for CIFAR，由于可用资源有限，我们仅在 cifar10 上测试模型。我们主要想重现这样的结果：使用 MAE 预训练 ViT 可以比直接使用标签进行监督学习训练获得更好的结果。这应该是自我监督学习比监督学习更有效的数据的证据。

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

neu-det-steel-surface-defect-detection

This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.

pcb_datasets

Two PCB datasets

pix2pix

Image-to-image translation with conditional adversarial nets

preprocess-enhanced-transmission-network

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

python_data_structures_and_algorithms

Python 中文数据结构和算法教程

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-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

reco-papers

Classic papers and resources on recommendation

surface-defect-detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

the-gan-zoo

A list of all named GANs!

tianchi-2019-guangdong-intelligent-identification-of-cloth-defects-rank5

天池2019广东工业智造创新大赛 布匹疵点检测 天池水也太深了 季军解决方案

tianchi_fabric_defects_detection

广东工业智造大赛--布匹瑕疵检测复赛代码