polejowska / detr-r50-cd45rb-8ah-6l-50q

huggingface.co
Total runs: 161
24-hour runs: 0
7-day runs: -1
30-day runs: 158
Model's Last Updated: Septiembre 10 2023
object-detection

Introduction of detr-r50-cd45rb-8ah-6l-50q

Model Details of detr-r50-cd45rb-8ah-6l-50q

detr-r50-cd45rb-8ah-6l-50q

This model is a fine-tuned version of facebook/detr-resnet-50 on the cd45rb_nan_xywh dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3713
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: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss
2.6802 1.0 4606 1.6289
2.4126 2.0 9212 1.5596
2.308 3.0 13818 1.4871
2.2692 4.0 18424 1.4607
2.2392 5.0 23030 1.4228
2.1909 6.0 27636 1.4165
2.1743 7.0 32242 1.3969
2.1477 8.0 36848 1.3891
2.1356 9.0 41454 1.3781
2.125 10.0 46060 1.3713
Framework versions
  • Transformers 4.28.0
  • Pytorch 2.0.1
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of polejowska detr-r50-cd45rb-8ah-6l-50q on huggingface.co

161
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
158
30-day runs

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polejowska
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