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anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

comad

official code for paper entitled "Component-aware anomaly detection framework for adjustable and logical industrial visual inspection"

cutler

Code release for "Cut and Learn for Unsupervised Object Detection and Instance Segmentation" and "VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation"

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

duck-net

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

efficientad

Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535

eva

EVA Series: Visual Representation Fantasies from BAAI

fcbformer_mio

Official code repository for: FCN-Transformer Feature Fusion for Polyp Segmention (MIUA 2022 paper)

gagernr

A simple python lib for calculating Gage R&R.

imgaug-tf

An image augmentation library for tensorflow.

kaggle_sartorius

Solution for the Sartorius - Cell Instance Segmentation competition

keras_cv_attention_models

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

metapolyp-cbms2023

Meta-Polyp: a baseline for efficient Polyp segmentation (CBMS 2023)

mixed-segdec-net-comind2021

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

mmr

msflow

The official code for "MSFlow: Multi-Scale Normalizing Flows for Unsupervised Anomaly Detection"

painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

patchcore-inspection

pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

rat

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

xview-yolov3

xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite