polejowska / detr-r50-cd45rb-all-1ah

huggingface.co
Total runs: 164
24-hour runs: 0
7-day runs: -4
30-day runs: 157
Model's Last Updated: 6월 11 2023
object-detection

Introduction of detr-r50-cd45rb-all-1ah

Model Details of detr-r50-cd45rb-all-1ah

detr-r50-cd45rb-all-1ah

This model is a fine-tuned version of facebook/detr-resnet-50 on the cd45rb dataset. It achieves the following results on the evaluation set:

  • Loss: 1.6472
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: 8
  • 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
2.4098 1.0 2303 1.8950
2.1885 2.0 4606 1.8041
2.1283 3.0 6909 1.7426
2.0899 4.0 9212 1.7135
2.0724 5.0 11515 1.6893
2.0495 6.0 13818 1.6910
2.0379 7.0 16121 1.6886
2.0203 8.0 18424 1.6616
2.0067 9.0 20727 1.6534
1.9953 10.0 23030 1.6472
Framework versions
  • Transformers 4.28.0
  • Pytorch 2.0.1
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of polejowska detr-r50-cd45rb-all-1ah on huggingface.co

164
Total runs
0
24-hour runs
-4
3-day runs
-4
7-day runs
157
30-day runs

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