liutongkun

Transformers-Tutorials

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

EfficientSAM

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

LayerDiffuse

Transparent Image Layer Diffusion using Latent Transparency

FeatUp

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

Few-Shot-Semantic-Segmentation-Papers

Few Shot Semantic Segmentation Papers

rfs

mixed-segdec-net-comind2021

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

fast_pytorch_kmeans

This is a pytorch implementation of k-means clustering algorithm

DeepCrack

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

SAM-CD

Pytorch code of the SAM-CD

DFMGAN

[AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".

InsPLAD

Inspection of Power Line Assets Dataset (InsPLAD)

GC10-DET-Metallic-Surface-Defect-Datasets

This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" The images of 10 common Metallic Surface defects were collected, and their pixel level ground-truth were labeled.

natural-synthetic-anomalies

Code for ECCV 2022 paper "Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization".

Dinomaly

MSD

mobile phone screen surface defect segmentation (detection) dataset.

segad

Segmentation-based Anomaly Detector (SegAD)

TGRNet-Surface-Defect-Segmentation

Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation

3DSR

Official implementation of the WACV2024 paper: Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation

SADE

An Examination of the Compositionality of Large Generative Vision-Language Models

SA-PatchCore

SD-AANet

The code is for the paper "A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation"

Stable-diffusion-defect-generation

Anomaly-Clustering

An unofficial implementation using Pytorch for "Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types". Improve the algorithm with DINO pretrained ViT. Implement algorithms based on PatchCore.

PMNet

Official code for Pixel Matching Network.

DADF

The official implementation of the paper DADF for industrial VAD

GLCF

Implementation for paper:"Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection"

lane-detection

Using Hough Transform to detect straight lane lines

PSP-DS

Source code and data set for the paper"Few-Shot Unseen Defect Segmentation for Polycrystalline Silicon Panels with An Interpretable Dual Subspace Attention Variational Learning Framework"

WSBEVdataset