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addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

darknet

Convolutional Neural Networks

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

densenet-1

DenseNet implementation in Keras

densenet-tensorflow

A clean densenet in tensorflow

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

garbage_classify

本文新增添分类，检测，换脸技术等学习教程，各种调参技巧和tricks，卷积结构详细解析可视化，注意力机制代码等详解！本次垃圾分类挑战杯，目的在于构建基于深度学习技术的图像分类模型，实现垃圾图片类别的精准识别，大赛参考深圳垃圾分类标准，按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。本项目包含完整的分类网络、数据增强、SVM等各种分类增强策略，后续还会继续更新新的分类技巧。

hello-world

hellogithub

:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目

image_classify_pytorch

A simple project used for Image Classification, including train and predict in Pytorch, do inference in Pytorch C++ API and TensorRT

learn2learn

A PyTorch Library for Meta-learning Research

mask-rcnn

A PyTorch implementation of the architecture of Mask RCNN

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

models

Models and examples built with TensorFlow

objectdetectionimbalance

Lists the papers related to imbalance problems in object detection

python-100-days

Python - 100天从新手到大师

pytorch-mask-rcnn

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch_classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

retina-unet

Retina blood vessel segmentation with a convolutional neural network

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tiny-defect-detection-for-pcb

This is a repository about PCB defect detection.

unet-family

Paper and implementation of UNet-related model.

vision_networks

Repo about neural networks for images handling

yolo-tf

TensorFlow implementation of the YOLO (You Only Look Once)

yolov3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/