djene-mengistu

UAPS

This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in semi-supervised defect segmentation setting.

dseg_models

This repo contains implementation of deep learning-based steel surface defect segmentation models.

simEps

This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels

Machine-Vision-and-Anomaly-Detection-Papers

This repo contains state-of-the-art deep learning models for industrial anomaly detection, defect segmentation, detection, and classification, with other industrial machine vision applications.

Inpaint-Anything

Inpaint anything using Segment Anything and inpainting models.

AnomalyGPT

The first LVLM based IAD method!

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

Awesome-Incremental-Learning

Awesome Incremental Learning

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly detection.

Awesome-Interaction-Aware-Trajectory-Prediction

A selection of state-of-the-art research materials on trajectory prediction

Awesome-Segment-Anything

This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).

Awesome-Trajectory-Motion-Prediction-Papers

Awesome-Weakly-Supervised-Semantic-Segmentation-Papers

Recent weakly supervised semantic segmentation paper

CoA-JSSP

DeepLearning-VIP-book

Understanding Deep Learning - Simon J.D. Prince

Defect_classification

This repository contains implementation of ResNet for surface defect classification, with detailed analysis of results.

djene-mengistu

djene-mengistu.github.io

End-to-end-Autonomous-Driving

All you need for End-to-end Autonomous Driving

Grounded-Segment-Anything

Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

GroundingDINO

Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

SAM4MIS

Segment Anything Model for Medical Image Segmentation: paper list and open-source project summary

Semantic-SAM

Official implementation of the paper "Semantic-SAM: Segment and Recognize Anything at Any Granularity"

ssn-pytorch

PyTorch implementation of Superpixel Sampling Networks

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

CLIPSeg

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

GPT4V-for-Generic-Anomaly-Detection

[Arxiv] Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead.

Semantic-Fast-SAM

SSA + FastSAM/Semantic Fast Segment Anything