AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Open-Sora: Democratizing Efficient Video Production for All

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

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

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This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Mamba SSM architecture

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Train transformer language models with reinforcement learning.

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …

AI Toolkit for Healthcare Imaging

OpenMMLab's next-generation platform for general 3D object detection.

Doctor Dignity is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

Official PyTorch implementation of SegFormer

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Graphormer is a general-purpose deep learning backbone for molecular modeling.

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and rela…

Read, modify and write DICOM files with python code

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

Implementations of recent research prototypes/demonstrations using MONAI.

SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.