detectron2
Object Detector
A platform for object detection and segmentation tasks using machine learning algorithms
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
31k stars
389 watching
8k forks
Language: Python
last commit: 4 months ago
Linked from 6 awesome lists
josephmisiti/awesome-machine-learning
ethicalml/awesome-production-machine-learning
bharathgs/awesome-pytorch-list
amusi/awesome-object-detection
ly0n/awesome-robotic-tooling
balavenkatesh3322/cv-pretrained-modelRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ignacio-rocco/detectorch | A PyTorch wrapper around Facebook AI Research's Detectron models for object detection and instance segmentation | 557 |
| facebookresearch/sam2 | A software framework for video segmentation in images and videos using AI models | 13,054 |
| facebookresearch/dinov2 | A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision. | 9,425 |
| facebookresearch/segment-anything | This project provides code and tools for running inference with a visual segmentation model that can generate object masks from input prompts. | 48,092 |
| facebookresearch/mmf | A modular framework for building vision and language multimodal research projects using PyTorch. | 5,510 |
 patball1/detectree2 | Automated tree crown delineation from aerial imagery using deep learning | 170 |
 rbgirshick/rcnn | A visual object detection system that combines region proposals with neural network features to improve detection performance. | 2,381 |
 jshin49/fb-vision-bot | An image processing bot for Facebook Messenger that uses Google Cloud Vision API to analyze images and provide insights. | 12 |
 ayoolaolafenwa/pixellib | A deep learning library for image segmentation and object detection using PyTorch. | 1,054 |
 hoya012/deep_learning_object_detection | A comprehensive repository of object detection papers and datasets using deep learning techniques | 11,335 |
 ruotianluo/pytorch-faster-rcnn | An implementation of Faster R-CNN detection framework in PyTorch | 1,816 |
| facebookresearch/audio2photoreal | Generating photorealistic avatars from audio | 2,715 |
| facebookresearch/slowfast | Provides state-of-the-art video understanding codebase with efficient training methods and pre-trained models for various tasks | 6,680 |
 philipperemy/yolo-9000 | Real-time object detection using deep learning and a large dataset of classes | 1,184 |
| facebookresearch/cutler | An unsupervised object detection and segmentation framework that can learn from image data alone, without requiring human annotations. | 954 |