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awesome-tiny-object-detection

🕶 A curated list of Tiny Object Detection papers and related resources.

caffe

Caffe on both Linux and Windows

cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3

count-map-txt

这个是一个在SSD的基础上用于生成绘制mAP代码所用的txt的例子。（目的是生成txt）

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cutmix-pytorch

Official Pytorch implementation of CutMix regularizer

cvpr2020-code

CVPR 2020 论文开源项目合集

cvpr2020-paper-code-interpretation

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

deeplearning-models

A collection of various deep learning architectures, models, and tips

detectron

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

dropblock

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

dssd

Pytorch implementation of DSSD (Deconvolutional Single Shot Detector)

eccv2020-code

ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

res2net-plus

Res2Net architecture with improved stem and Mish activation function

res2net-pretrainedmodels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

residualattentionnetwork-pytorch

a pytorch code about Residual Attention Network. This code is based on two projects from

resnest

ResNeSt: Split-Attention Networks

resnext-pytorch

senet.pytorch

PyTorch implementation of SENet

sknet

Code for our CVPR 2019 paper: Selective Kernel Networks; See zhihu：https://zhuanlan.zhihu.com/p/59690223

smallobjectaugmentation

Simple implementation of augmentation for small object detection

ssd-pytorch

这是一个ssd-pytorch的源码，可以用于训练自己的模型。

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

vision

Datasets, Transforms and Models specific to Computer Vision

vue-admin-template

a vue2.0 minimal admin template

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.