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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）

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

awesome-data-augmentation

This is a list of awesome methods about data augmentation.

awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome_ssd_fpn_giou

This repository carries out some paper recurring work

biasloss_and_skipnet_evaluation

Code for the evaluation of SkipNet model on ImageNet validation set

cameracalibration

android camera calibration, undistort安卓相机标定，畸变校正

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

centernet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

centernet-1

Object detection, 3D detection, and pose estimation using center point detection:

centernet-deep-sort

realtime multiple people tracking (centerNet based person detector + deep sort algorithm with pytorch)

cornernet

crackforest-dataset

cv-company-list

**提供计算机视觉(CV)算法岗位的公司名单，欢迎大家提交issues进行补充

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

darknet

Convolutional Neural Networks

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

data_generator_object_detection_2d

A data generator for 2D object detection

deep-learning-for-image-processing

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

deeplearning_tutorials

The deeplearning algorithms implemented by tensorflow

deepvog

Pupil segmentation and gaze estimation using fully convolutional neural networks

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 and segmentation.

diversebranchblock

Diverse Branch Block: Building a Convolution as an Inception-like Unit

dssd

Pytorch implementation of DSSD (Deconvolutional Single Shot Detector)

ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.