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Open-source AI video replacement workflow by TEIN. Combine depth maps, SAM segmentation, face meshes, and audio processing to replace characters and objects with Seedance.

> ⚠️ Beta: framefields is under active development. APIs may change between releases and some features may be incomplete or unstable.

PyTorch implementation of VisionHOPE, a visual backbone based on self-referential nested learning (SRNL).

The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Rembg is a tool to remove image backgrounds. It can be used as a CLI, Python library, HTTP server, or Docker container.

[2026-03-10] The Canopy Height Maps v2 (CHMv2) model and inference code are now available (more details on downloading the model weights and using the code here). The model weights are also available in Hugging Face Hub and supported by the Hugging Face Transformers library.

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

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 the model.

deep learning for image processing including classification and object-detection etc.

⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

1 is released. Those new models will be merged to this repo after we make sure that everything is good.

Meshroom is an open-source, node-based visual programming framework—a flexible toolbox for creating, managing, and executing complex data processing pipelines.

AutoFigure-Edit is the next version of AutoFigure. It turns paper method sections into fully editable SVG figures and lets you refine them in an embedded SVG editor.

withoutBG is a high-quality background removal tool. Unet and are proudly sponsoring this project.

Kornia is a differentiable computer vision library that provides a rich set of differentiable image processing and geometric vision algorithms.

The simplest way to run TAPNext / TAPNext++ / TAPIR / BootsTAPIR is to use our colab demos online. You can also clone this repo and run on your own hardware, including a real-time demo.

5 vision-language model and integrates 3D perception, visual question answering, and motion planning within a unified framework. 5-4B serves as the shared VLM, with two external modules attached:

MMDetection is an open source object detection toolbox based on PyTorch. It is a part of the OpenMMLab project.

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

What it is. Unlike traditional computer vision techniques, DETR approaches object detection as a direct set prediction problem. It consists of a set-based global loss, which forces unique predictions via bipartite matching, and a Transformer encoder-decoder architecture.

This python library helps you with augmenting images for your machine learning projects. It converts a set of input images into a new, much larger set of slightly altered images.

YOLOE(ye) is a highly efficient, unified, and open object detection and segmentation model for real-time seeing anything, like human eye, under different prompt mechanisms, like texts, visual inputs, and prompt-free paradigm, with zero inference and transferring overhead…

This repository is a collection of tutorials for MIT Deep Learning courses. More added as courses progress.

Serve DiffusionGemma-Jev (djev) on a TypeSafe AI compatible API on Cloud Run with an NVIDIA RTX PRO 6000 Blackwell or NVIDIA L4 GPU, or run directly inside Google Colab Pro (A100 40GB/80GB or L4 24GB) via colab.ipynb, built on mmastrac/djev.

> 🔥 Mira-Scene is fully open-source > > The Mira-Scene inference pipeline, Mira-CCM, UniDataset, evaluation and > visualization tools, example cases, and both the Stage 1 pretrained > checkpoint and Stage 2 final checkpoint are publicly available in this > repository and…

TaskMatrix connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting.

txt file encoded in UTF-8. Place it under nginx or another simple HTTP server. txt file is modified, the HTTP server will automatically return the corresponding Last-Modified and ETag when the client requests the file.

Fast and flexible image augmentation library. Paper about the library:

An AR+ML prototype that allows cutting elements from your surroundings and pasting them in an image editing software.