polejowska / detr-r101-cd45rb-all-4ah

huggingface.co
Total runs: 160
24-hour runs: 0
7-day runs: -1
30-day runs: 159
Model's Last Updated: Juni 10 2023
object-detection

Introduction of detr-r101-cd45rb-all-4ah

Model Details of detr-r101-cd45rb-all-4ah

detr-r101-cd45rb-all-4ah

This model is a fine-tuned version of facebook/detr-resnet-101 on the cd45rb dataset. It achieves the following results on the evaluation set:

  • Loss: 1.5962
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: 20
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss
2.3757 1.0 2303 1.8222
2.1779 2.0 4606 1.8000
2.1259 3.0 6909 1.7306
2.0969 4.0 9212 1.6854
2.0699 5.0 11515 1.6934
2.0398 6.0 13818 1.6655
2.0203 7.0 16121 1.6576
2.009 8.0 18424 1.6401
1.9923 9.0 20727 1.6319
1.9802 10.0 23030 1.6264
2.0027 11.0 25333 1.6539
2.0005 12.0 27636 1.6564
1.9861 13.0 29939 1.6383
1.9778 14.0 32242 1.6246
1.9602 15.0 34545 1.6119
1.9599 16.0 36848 1.6097
1.9464 17.0 39151 1.6115
1.9376 18.0 41454 1.6018
1.9273 19.0 43757 1.5967
1.928 20.0 46060 1.5962
Framework versions
  • Transformers 4.28.0
  • Pytorch 2.0.1
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of polejowska detr-r101-cd45rb-all-4ah on huggingface.co

160
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
159
30-day runs

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