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deta-cd45rb-4ah-4l
polejowska/deta-cd45rb-4ah-4l
deta-cd45rb-4ah-4l is a object detection model from polejowska. Use it when you need objects located in an image. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Object Detection
- Library
- transformers
- Model type
- deta
- Access
- Public
- Created
- Aug 19, 2023
- Updated
- Aug 20, 2023
- SHA
- a6c8f32d
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
deta-cd45rb-4ah-4l
This model is a fine-tuned version of jozhang97/deta-swin-large on the cd45rb_nan_xywh dataset. It achieves the following results on the evaluation set:
- Loss: 4.3723
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-06
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.8838 | 1.0 | 4606 | 5.5818 |
| 4.3326 | 2.0 | 9212 | 5.5327 |
| 4.3118 | 3.0 | 13818 | 5.3539 |
| 4.1978 | 4.0 | 18424 | 5.1552 |
| 4.0235 | 5.0 | 23030 | 4.9679 |
| 3.9038 | 6.0 | 27636 | 4.7824 |
| 3.8628 | 7.0 | 32242 | 4.5919 |
| 3.7967 | 8.0 | 36848 | 4.4415 |
| 3.7638 | 9.0 | 41454 | 4.4006 |
| 3.7538 | 10.0 | 46060 | 4.3723 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Object Detection
- Library
- transformers
- Type
- deta
- Created
- Aug 19, 2023
- Updated
- Aug 20, 2023