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Collections:
- Name: DINO
Metadata:
Training Data: COCO
Training Techniques:
- AdamW
- Multi Scale Train
- Gradient Clip
Training Resources: 8x A100 GPUs
Architecture:
- ResNet
- Transformer
Paper:
URL: https://arxiv.org/abs/2203.03605
Title: 'DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection'
README: configs/dino/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/f4112c9e5611468ffbd57cfba548fd1289264b52/mmdet/models/detectors/dino.py#L17
Version: v3.0.0rc6
Models:
- Name: dino-4scale_r50_8xb2-12e_coco.py
In Collection: DINO
Config: configs/dino/dino-4scale_r50_8xb2-12e_coco.py
Metadata:
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 49.0
Weights: https://download.openmmlab.com/mmdetection/v3.0/dino/dino-4scale_r50_8xb2-12e_coco/dino-4scale_r50_8xb2-12e_coco_20221202_182705-55b2bba2.pth
- Name: dino-4scale_r50_8xb2-24e_coco.py
In Collection: DINO
Config: configs/dino/dino-4scale_r50_8xb2-24e_coco.py
Metadata:
Epochs: 24
Results:
- Task: Object Detection
Dataset: COCO
- Name: dino-4scale_r50_8xb2-24e_coco.py
In Collection: DINO
Config: configs/dino/dino-4scale_r50_8xb2-36e_coco.py
Metadata:
Epochs: 36
Results:
- Task: Object Detection
Dataset: COCO
- Name: dino-5scale_swin-l_8xb2-12e_coco.py
In Collection: DINO
Config: configs/dino/dino-5scale_swin-l_8xb2-12e_coco.py
Metadata:
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 57.2
Weights: https://download.openmmlab.com/mmdetection/v3.0/dino/dino-5scale_swin-l_8xb2-12e_coco/dino-5scale_swin-l_8xb2-12e_coco_20230228_072924-a654145f.pth
- Name: dino-5scale_swin-l_8xb2-36e_coco.py
In Collection: DINO
Config: configs/dino/dino-5scale_swin-l_8xb2-36e_coco.py
Metadata:
Epochs: 36
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 58.4
Weights: https://github.com/RistoranteRist/mmlab-weights/releases/download/dino-swinl/dino-5scale_swin-l_8xb2-36e_coco-5486e051.pth
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