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metadata
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
  - generated_from_trainer
model-index:
  - name: detr-resnet-50_finetuned_plant_disease_detection_processed
    results: []

detr-resnet-50_finetuned_plant_disease_detection_processed

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

  • Loss: 0.9493

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: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.2
  • num_epochs: 2
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
5.9422 0.19 50 5.2172
4.7005 0.38 100 3.7455
3.1157 0.57 150 2.5489
2.0862 0.76 200 1.4877
1.6446 0.95 250 1.1362
1.3925 1.14 300 1.0643
1.3248 1.33 350 1.0942
1.3461 1.52 400 1.0313
1.269 1.7 450 1.0442
1.227 1.89 500 0.9493

Framework versions

  • Transformers 4.36.0.dev0
  • Pytorch 2.0.1+cu117
  • Datasets 2.14.5
  • Tokenizers 0.15.0