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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-tiny-object-detection

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

basic_cnns_tensorflow2

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

bgslibrary

A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT

cflow-ad

Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"

drone-tracking-datasets

Multi-view drone tracking datasets

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

example-code

Example code for the book Fluent Python, First Edition (O'Reilly, 2015)

fast-srgan

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

fastflow

fastflow-1

fastflow-2

an implementation of the architecture of FastFlow (Jiawei Yu et al.)

fastflow-ad

Unoficial FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows

huazhang-cs-books

books: 华章计算机科学丛书高清扫描

kuka_catch_project

KUKA抓取平台搭建

kurtosis-cuda-pytorch

CUDA Ops for calculating Kurtosis(or Excess Kurtosis) in pytorch.

llvipdataset

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

longman-communication

This repository shares the Longman Communication 3000 and 9000 words in simple txt and JSON formats.

machinelearningnotes

My personal notes

mega.pytorch

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

mmtracking_tutorials

Jupyter notebook tutorials for MMTracking

plotneuralnet

Latex code for making neural networks diagrams

pt.darts

PyTorch Implementation of DARTS: Differentiable Architecture Search

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorch-srresnet

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802