Charl1e's starred repositories
ActionCLIP
This is the official implement of paper "ActionCLIP: A New Paradigm for Action Recognition"
CVPR2024_MAVL
Multi-Aspect Vision Language Pretraining - CVPR2024
MedKLIP
The official code for MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology. We propose to leverage medical specific knowledge enhancing language-image pre-training method, significantly advancing the ability of pre-trained models to handle unseen diseases on zero-shot classification and grounding tasks.
Applied-Deep-Learning
Applied Deep Learning Course
MRM-pytorch
An official implementation of Advancing Radiograph Representation Learning with Masked Record Modeling (ICLR'23)
plip
Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to extract visual and language features from pathology images and text description. The model is a fine-tuned version of the original CLIP model.
Awesome-Medical-Dataset
Collection of awesome medical dataset resources.
roco-dataset
Radiology Objects in COntext (ROCO): A Multimodal Image Dataset
Mamba-UNet
Mamba-UNet Zoo
RegionContrast
Region-aware Contrastive Learning for Semantic Segmentation, ICCV 2021
ContrastiveSeg
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
Medical-Image-Segmentation
MedSeg: Medical Image Segmentation GUI Toolbox 可视化医学图像分割工具箱
Explicit-Visual-Prompt
[CVPR 2023] Explicit Visual Prompting for Low-Level Structure Segmentations