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…

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

Monitoring recent cross-research on LLM & RL on arXiv for control. If there are good papers, PRs are welcome.

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

[NeurIPS'19] Deep Equilibrium Models

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

[ICLR'24] Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching

Experiment on combining CLIP with SAM to do open-vocabulary image segmentation.

Connecting segment-anything's output masks with the CLIP model; Awesome-Segment-Anything-Works

[CVPR 2023] implementation of Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information.

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)

Unofficial implementation for [ECCV'22] "Exploring Plain Vision Transformer Backbones for Object Detection"

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

Code release for NeRF (Neural Radiance Fields)

VOLO: Vision Outlooker for Visual Recognition

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

End-to-End Object Detection with Transformers

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Semantic Segmentation in Pytorch

Semantic Segmentation Architectures Implemented in PyTorch

UPSNet: A Unified Panoptic Segmentation Network

Brevitas: neural network quantization in PyTorch

Collection of common code that's shared among different research projects in FAIR computer vision team.

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

Implement quantization-aware training with Keras and convert to .pb.