pepperbubble

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

ARL

The pytorch implement for Attention Residual Learning for Skin Lesion Classification

Painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

Personalize-SAM

Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds

one-prompt

the official repository for CVPR 2024 paper "One-Prompt to Segment All Medical Images"

awesome-segment-anything

Tracking and collecting papers/projects/others related to Segment Anything.

H-SAM

SAMed

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

medpy

Medical image processing in Python

MA-SAM

PyTorch implementation for MA-SAM

LLMSeg

LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning

MemSAM

[CVPR 2024 Oral] MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation.

SaLIP

This repository contains the pytorch code for our CVPRW 2024 paper "Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero-shot Medical Image Segmentation".

Reason3D-PyTorch

Reasoning 3D Segmentation - "segment anything"/grounding/part seperation in 3D with natural conversations.

LLaFS

Awesome-Segment-Anything

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

few-shot-self-prompt-SAM

This is the official repo for "Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation"

UN-SAM

LVM-Med

Release LMV-Med pre-trained models

learning_research

本人的科研经验

SurgicalSAM

[AAAI2024] Official implementation of SurgicalSAM

Awesome-CLIP-in-Medical-Imaging

A Survey on CLIP in Medical Imaging

fc-clip

[NeurIPS 2023] This repo contains the code for our paper Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP

vpt

❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119

ECLIPSE

(CVPR 2024) ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning

Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

crawler_for_ai_conference

How to keep up with the pace of AI conferences? Consider starring the AI Top Conferences Crawler.