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Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"

Python 6,869 453 Updated Mar 18, 2025

Medical image processing in Python

Jupyter Notebook 603 145 Updated Sep 3, 2024

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

Python 929 139 Updated Jan 28, 2025

PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis

Python 177 21 Updated May 9, 2025

Vanilla Markdown Tricks For Much Better README Files

3 Updated Apr 21, 2024

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

JavaScript 101,404 13,507 Updated Jul 5, 2025

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

TypeScript 4,075 400 Updated Jul 5, 2025

Visual Studio Code

TypeScript 174,252 33,508 Updated Jul 6, 2025

Chatbot with DeepSeek AI on Docker

Python 3 Updated Jan 29, 2025

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

Python 6,653 568 Updated Jul 4, 2025
JavaScript 34 10 Updated Feb 8, 2025

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Python 10,771 739 Updated Jul 6, 2025

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

Python 2,587 209 Updated Jun 30, 2025

Apply CLAHE algorithm to datasets of images using Thread-based parallelism.

Python 1 Updated Nov 18, 2024

[MedIA 2025] MedIAnomaly: A comparative study of anomaly detection in medical images

Python 55 5 Updated Oct 17, 2024

Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)

Python 45 3 Updated Apr 9, 2024

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Python 7,886 1,287 Updated Jul 23, 2024

ADer (https://arxiv.org/abs/2406.03262) is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and approaches.

Python 276 21 Updated Jan 29, 2025

This repository explores the use of autoencoders for breast cancer detection using ultrasound image data.

Jupyter Notebook 2 Updated Dec 13, 2023

Machine Learning Class Project - Spring '22: Breast Cancer Prediction from Mammograms using Autoencoders to solve class imbalance problem

Python 6 1 Updated Sep 8, 2023

Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data

Python 29 11 Updated Aug 13, 2019

🩺 Curated collection of datasets for breast cancer segmentation

Python 6 2 Updated Sep 5, 2022

Adapting Segment Anything Model for Medical Image Segmentation

Python 1,163 107 Updated May 28, 2025

Medical Image Segmentation with Diffusion Model

Python 1,271 185 Updated Jun 8, 2025

An open-source RAG-based tool for chatting with your documents.

Python 22,748 1,822 Updated Jul 4, 2025

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Python 23,297 3,331 Updated Mar 5, 2025

A vendor-agnostic, PACS integrated, and DICOM-compatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow

Python 1 1 Updated Jun 1, 2023

Masked Autoencoders for Unsupervised Anomaly Detection in Medical Images

Python 17 3 Updated Aug 15, 2023
Jupyter Notebook 17 2 Updated Jul 26, 2022

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

Python 186 33 Updated Mar 24, 2023
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