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Lemba13
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A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.
[MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"
Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"
The official repo of PuzzleTuning: Explicitly Bridge Pathological and Natural Image with Puzzles (arXiv: 2311.06712)
Pearls of wisdom for programmers collected from leading practitioners.
Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA
A modular graph-based Retrieval-Augmented Generation (RAG) system
Interact with your documents using the power of GPT, 100% privately, no data leaks
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
The code used to train and run inference with the ColPali architecture.
OpenMMLab Detection Toolbox and Benchmark
Official code implementation of General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
The official deployment of the Digital Slide Archive and HistomicsTK.
[IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Run PyTorch LLMs locally on servers, desktop and mobile
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…
Machine Learning Engineering Open Book
A vision language model for gigapixel whole slide images in histopathology
A graph-transformer for whole slide image classification
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)
List of pathology feature extractors and foundation models