IDEA-Research/DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

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Emerging

This project helps computer vision practitioners accurately detect and locate objects within images. You input an image, and it outputs bounding boxes and labels for all identified objects. It's designed for researchers and engineers working on advanced computer vision applications that require precise object detection.

2,758 stars. No commits in the last 6 months.

Use this if you need a highly accurate and fast-converging model for end-to-end object detection in various visual applications.

Not ideal if you are looking for a simple, off-the-shelf tool for basic image classification or if your primary need is instance or semantic segmentation rather than object detection.

object-detection computer-vision image-analysis visual-recognition AI-research
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 21 / 25

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Stars

2,758

Forks

306

Language

Python

License

Apache-2.0

Last pushed

Jul 31, 2024

Commits (30d)

0

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