XMem Alternatives

google-research

Google Research

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

segment-anything

Discontinued 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.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

NUWA

Discontinued A unified 3D Transformer Pipeline for visual synthesis

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Track-Anything

Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

deeplab2

Discontinued DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

multiface

Discontinued Hosts the Multiface dataset, which is a multi-view dataset of multiple identities performing a sequence of facial expressions.

TaskMatrix

Unicorn

[ECCV'22 Oral] Towards Grand Unification of Object Tracking (by MasterBin-IIAU)

perceiver-ar

theseus

A library for differentiable nonlinear optimization (by facebookresearch)

flash-attention

Fast and memory-efficient exact attention

Cream

Discontinued This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/AutoML]

msn

Discontinued Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)

E2FGVI

Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)