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ai-for-cv-course-4th

alpha_sigma

A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

apollo--laneline-detection

python pytorch opencv resnet101_unet xception_65_deeplabv3plus

awesome-background-subtraction

A curated list of background subtraction related papers and resources

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

background-matting

Background Matting: The World is Your Green Screen

bgscnn

Background subtraction using deep learning method.

centernet

an implement for CenterNet by keras and tensorflow

centernet-1

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

centernet-tensorflow2.0

Tensorflow2.0下运行目标检测网络Centernet（基于see--的keras-centernet）

change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

cluster

聚类算法。实现Kmeans，DBSCAN以及谱聚类

cmake-examples

Useful CMake Examples

cpp-httplib

A C++ header-only HTTP/HTTPS server and client library

cppcon2020

Slides and other materials from CppCon 2020

craft-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

daaf_re-id

data_structure

datasource

data source for lectures.

dbnet-tensorrt

自然场景检测DBNet网络的tensorrt版本

decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

deeplabv3plus-pytorch

Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

detic_python

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

efficientnet_classification

faceboxes.pytorch

A PyTorch Implementation of FaceBoxes

fall-detection-with-cnns-and-optical-flow

Repository containing the material required to reproduce the results of the paper "Vision-Based Fall Detection with Convolutional Neural Networks"

fire-detection-cnn

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

fpn_faster_rcnn

a tensorflow implementation for FPN

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!