rf-detr-mask
Science Score: 26.0%
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○DOI references
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○Academic publication links
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○Scientific vocabulary similarity
Low similarity (8.0%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: GeorgePearse
- License: apache-2.0
- Language: Python
- Default Branch: main
- Size: 14.4 MB
Statistics
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 20
- Releases: 0
Metadata Files
README.md
RF-DETR-MASK: Real-time Instance Segmentation with Transformer Magic
What is RF-DETR-MASK?
RF-DETR-MASK takes the lightning-fast object detection of RF-DETR and adds pixel-perfect instance segmentationthink of it as giving your AI superhuman vision that not only spots objects but traces their exact silhouettes!
Key Features
- ** Real-time Performance**: Maintains RF-DETR's blazing speed while adding segmentation
- ** High Accuracy**: Exceeds 60 AP on Microsoft COCO
- ** Production Ready**: Optimized for edge deployment with ONNX export support
- ** Multi-scale Features**: FPN-style architecture for capturing fine details
- ** Modular Design**: Easy to extend and customize for your needs
Architecture Highlights
Built on the shoulders of giants, RF-DETR-MASK combines: - DINOv2 Backbone: State-of-the-art visual representations from Meta AI - Deformable Attention: Smart focus on relevant image regions - Lightweight Mask Head: Inspired by Facebook DETR - End-to-End Training: No complex post-processing needed!
** RF-DETR-MASK = Edge-friendly Performance + Pixel-precise Boundaries**
Owner
- Name: George Pearse
- Login: GeorgePearse
- Kind: user
- Location: London
- Company: BinIt.ai
- Website: https://medium.com/@george.pearse
- Repositories: 49
- Profile: https://github.com/GeorgePearse
building mini educational ML and analytics apps and writing about them.
GitHub Events
Total
- Issues event: 21
- Watch event: 1
- Delete event: 1
- Issue comment event: 1
- Push event: 113
- Pull request event: 2
- Create event: 6
Last Year
- Issues event: 21
- Watch event: 1
- Delete event: 1
- Issue comment event: 1
- Push event: 113
- Pull request event: 2
- Create event: 6