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metadata
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
  - object-detection
  - vision
  - generated_from_trainer
model-index:
  - name: detr-resnet-50-base-coco
    results: []

detr-resnet-50-base-coco

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

  • Loss: 5.2641

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: 2e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 1337
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10.0

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 4 5.5331
No log 2.0 8 5.5277
5.4377 3.0 12 5.4450
5.4377 4.0 16 5.3960
5.1582 5.0 20 5.3349
5.1582 6.0 24 5.3144
5.1582 7.0 28 5.2738
5.0556 8.0 32 5.2641
5.0556 9.0 36 5.2848
4.9784 10.0 40 5.2792

Framework versions

  • Transformers 4.32.0.dev0
  • Pytorch 2.0.0+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3