https://github.com/kimrass/detr
PyTorch implementation of 'DETR' (Carion et al., 2020) from scratch.
https://github.com/kimrass/detr
detr object-detection pytorch
Last synced: 6 months ago
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PyTorch implementation of 'DETR' (Carion et al., 2020) from scratch.
- Host: GitHub
- URL: https://github.com/kimrass/detr
- Owner: KimRass
- Created: 2023-09-04T12:46:39.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-04-30T13:48:25.000Z (over 1 year ago)
- Last Synced: 2024-04-30T15:41:29.836Z (over 1 year ago)
- Topics: detr, object-detection, pytorch
- Language: Python
- Homepage:
- Size: 15 MB
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# 'End-to-End Object Detection with Transformers'
# 1. Theroretical Background
$$\mathcal{L}_{\text{match}}(y_{i}, \hat{y}_{\sigma(i)}) = -\mathbb{1}_{\{c_{i} \neq \phi\}}\hat{p}_{\sigma(i)}(c_{i}) + \mathbb{1}_{\{c_{i} \neq \phi\}}\mathcal{L}_{\text{box}}(b_{i}, \hat{b}_{\sigma(i)})$$
# References
- [1] https://github.com/gokul-pv/DetectionTransformer
- [2] https://github.com/facebookresearch/detr