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awesome-image-classification

A curated list of deep learning image classification papers and codes

ceit-pytorch

Implementation of Convolutional enhanced image Transformer

chatbot

一个可以自己进行训练的中文聊天机器人， 根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。目前包含seq2seq、seqGAN版本、tf2.0版本、pytorch版本。

chineseocr

yolo3+ocr

cifar-zoo

PyTorch implementation of CNNs for CIFAR benchmark

cifar10_mxnet

使用mxnet编写的kaggle CIFAR10比赛的代码

crnn_chinese_characters_rec

chinese characters recognition

cv-backbones

CV backbones including GhostNet, TinyNet and TNT.

cvpytorch

CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deeplearning_ocr

Deep Learning on 身份证识别

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.

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

divide-and-co-training

[Paper 2020] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

effcientnetv2

EfficientNetV2 implementation using PyTorch

efficientdet-paddle

A EfficientDet reproduction by PaddlePaddle

efficientnetv2.pytorch

PyTorch implementation of EfficientNetV2 family

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

fmix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

fmix-paper-implementation

In this repo, I have implemented Fmix, Cutmix and Mixup on the Fashion MNIST dataset using PreAct ResNet18. This is an attempt to reprdouce the results from this paper: https://arxiv.org/abs/2002.12047

gridmask

gridmixup

A GridMixup augmentation, inspired by GridMask and CutMix

learngit

lstm-sentiment_analysis

DeepLearning,mainly LSTM

mixup

Implementation of the mixup training method

mmdetection

OpenMMLab Detection Toolbox and Benchmark

models

Models and examples built with TensorFlow

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）