detr-resnet50-cd45rb – AI Model by polejowska | AlphaNeural AI

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polejowska/
detr-resnet50-cd45rb

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detr-resnet50-cd45rb

This model is a fine-tuned version of facebook/detr-resnet-50 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.7418

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: 0.0001
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: 10

Training results

Training Loss	Epoch	Step	Validation Loss
3.8886	1.0	242	2.8754
3.6406	2.0	484	2.7956
3.6109	3.0	726	2.8412
3.5724	4.0	968	2.7906
3.5492	5.0	1210	2.7473
3.5595	6.0	1452	2.7594
3.5249	7.0	1694	2.7396
3.524	8.0	1936	2.7562
3.4908	9.0	2178	2.7345
3.5149	10.0	2420	2.7418

Framework versions

Transformers 4.28.1
Pytorch 2.0.0
Datasets 2.10.0
Tokenizers 0.13.2