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A CPU Realtime VLM in 500M. Surpassed Moondream2 and SmolVLM. Training from scratch with ease.
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…
[CVPR 2025] Official Implementation for Probing the Mid-level Vision Capabilities of Self-Supervised Learning
Code for the paper "A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification"
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].
[ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》
High-Resolution Spatial Transcriptomics Using Histology Images with HisToSGE (Pathology Image Large Model, Transformers)
Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 Oral/ Best Paper Candidate)
Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024
[MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)
Unsupervised Semantic Segmentation for Pathology
[CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology
Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings of The 3rd International Conference on Medical Imaging with D…
PathBench-MIL: A comprehensive, flexible Benchmarking / AutoML framework for multiple instance learning in Histopathology
An easy-to-use PyTorch library for Pathology Image ANalysis Orchestrator (PIANO), including generating patches from whole slide images, using pathology foundation models to create features, and so on.
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Fast Semantic Segmentation Image Annotation with Segment Anything Model (SAM)
MDI machine learning SAM model server. Segment WSI(whole slide image) , simple images.
Awesome List of Digital and Computational Pathology Resources
EBStore dataset for "EMS: 3D Eyebrow Modeling from Single-view Images"(SIGGRAPH Aisa 2023)
【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）
[ICLR 2025] This is the official repository of our paper "MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine“
冈萨雷斯《数字图像处理》第三版-课后习题答案；《数字图像处理（matlab版）》-源代码及图片 DIP
an extension that wraps a Cellpose environment such that WSI can be analyzed using Cellpose through QuPath.
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐