polejowska / detr-r50-cd45rb-1ah-6l-corrected

huggingface.co
Total runs: 159
24-hour runs: 0
7-day runs: 158
30-day runs: 150
Model's Last Updated: September 12 2023
object-detection

Introduction of detr-r50-cd45rb-1ah-6l-corrected

Model Details of detr-r50-cd45rb-1ah-6l-corrected

detr-r50-cd45rb-1ah-6l-corrected

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: 1.9721
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: 25
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss
1.9229 1.0 4606 1.3205
1.703 2.0 9212 1.2364
1.5976 3.0 13818 1.1736
1.5323 4.0 18424 1.1464
1.483 5.0 23030 1.1084
1.4431 6.0 27636 1.1037
1.4153 7.0 32242 1.0743
1.3898 8.0 36848 1.0755
1.3712 9.0 41454 1.0604
1.3616 10.0 46060 1.0556
2.807 11.0 50666 2.1286
2.6791 12.0 55272 2.1132
2.6331 13.0 59878 2.0794
2.6108 14.0 64484 2.0570
2.5818 15.0 69090 2.0455
2.5693 16.0 73696 2.0330
2.5446 17.0 78302 2.0361
2.5298 18.0 82908 2.0160
2.5098 19.0 87514 2.0395
2.4951 20.0 92120 2.0063
2.4913 21.0 96726 2.0016
2.4703 22.0 101332 1.9800
2.4643 23.0 105938 1.9811
2.4611 24.0 110544 1.9807
2.4568 25.0 115150 1.9721
Framework versions
  • Transformers 4.28.0
  • Pytorch 2.0.1
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of polejowska detr-r50-cd45rb-1ah-6l-corrected on huggingface.co

159
Total runs
0
24-hour runs
0
3-day runs
158
7-day runs
150
30-day runs

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