[MICCAI 2024] AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis

Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis"

OCR software, free and offline. 开源、免费的离线OCR软件。支持截屏/批量导入图片，PDF文档识别，排除水印/页眉页脚，扫描/生成二维码。内置多国语言库。

Dataset of medical images, captions, subfigure-subcaption annotations, and inline textual references

S2ORC: The Semantic Scholar Open Research Corpus: https://www.aclweb.org/anthology/2020.acl-main.447/

The official code to build up dataset PMC-OA

Transparent medical image AI via an image–text foundation model grounded in medical literature

Repo to reproduce the results for the paper "An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis". Accepted at ISICW @ ECCV 2022. Arxiv: https://arxiv.org/abs/2106.09229

PyTorch code and models for the DINOv2 self-supervised learning method.

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 ex…

Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)

MICCAI 2019-2023 Open Source Papers

Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"

UniverSeg: Universal Medical Image Segmentation

[CVPR 2023] Label-Free Liver Tumor Segmentation

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

[MICCAI 2019] [MEDIA 2020] Models Genesis

The official implementation for ICCV'23 paper "Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning"

各类深度模型的优化器，包括tvm、tf-tensorrt、tensorrt等。

Open deep learning compiler stack for cpu, gpu and specialized accelerators

Universal LLM Deployment Engine with ML Compilation

[CVPR 2024 🔥] GeoChat, the first grounded Large Vision Language Model for Remote Sensing

AO2-DETR: Arbitrary-Oriented Object Detection Transformer

Reference implementations of MLPerf™ training benchmarks

The MATH Dataset (NeurIPS 2021)

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

OVSegmentor, CVPR23

[ECCV2024] API code for T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy