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detr-r101-cd45rb-8ah-1l
polejowska/detr-r101-cd45rb-8ah-1l
detr-r101-cd45rb-8ah-1l is a object detection model from polejowska. Use it when you need objects located in an image. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Object Detection
- Library
- transformers
- License
- apache-2.0
- Model type
- detr
- Access
- Public
- Created
- Aug 21, 2023
- Updated
- Sep 9, 2023
- SHA
- 68ddbf06
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. -->
detr-r101-cd45rb-8ah-1l
This model is a fine-tuned version of facebook/detr-resnet-101 on the cd45rb_nan_xywh dataset. It achieves the following results on the evaluation set:
- eval_loss: 3.9740
- eval_runtime: 214.8855
- eval_samples_per_second: 8.288
- eval_steps_per_second: 1.038
- epoch: 3.0
- step: 13818
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-05
- 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: 15
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Object Detection
- Library
- transformers
- Type
- detr
- License
- apache-2.0
- Created
- Aug 21, 2023
- Updated
- Sep 9, 2023