A154609's repositories
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
AI-Job-Notes
AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）
awesome-data-augmentation
This is a list of awesome methods about data augmentation.
biasloss_and_skipnet_evaluation
Code for the evaluation of SkipNet model on ImageNet validation set
CBAM.PyTorch
Non-official implement of Paper：CBAM: Convolutional Block Attention Module
CVPR2021-Paper-Code-Interpretation
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.
data-science-competition
该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline，思路分享以及博主的一些竞赛心得和学习资料等. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等
DiverseBranchBlock
Diverse Branch Block: Building a Convolution as an Inception-like Unit
flops-counter.pytorch
Flops counter for convolutional networks in pytorch framework
ICCV2021-Papers-with-Code-Demo
ICCV 2021 paper with code
image_augmentor
Data augmentation tool for images
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
lanenet-lane-detection
Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/
mall-learning
mall学习教程，架构、业务、技术要点全方位解析。mall项目（40k+star）是一套电商系统，使用现阶段主流技术实现。涵盖了SpringBoot 2.3.0、MyBatis 3.4.6、Elasticsearch 7.6.2、RabbitMQ 3.7.15、Redis 5.0、MongoDB 4.2.5、Mysql5.7等技术，采用Docker容器化部署。
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
mixmo-pytorch
Official Pytorch implementation of MixMo framework
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mobile-yolov5-pruning-distillation
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
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-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
RepVGG
RepVGG: Making VGG-style ConvNets Great Again
ssd-pytorch
基于pytorch版ssd进行改进注入CBAM空间通道注意力机制，加入FPN，类别损失函数改为focalloss
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with ONNX, TensorRT, ncnn, and OpenVINO supported.