detr-r50-cd45rb-all-2ah – AI Model by polejowska | AlphaNeural AI

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detr-r50-cd45rb-all-2ah

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detr-r50-cd45rb-all-2ah

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: 1.6025

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
2.4038	1.0	2303	1.8661
2.1781	2.0	4606	1.7985
2.1368	3.0	6909	1.8164
2.1048	4.0	9212	1.7115
2.0891	5.0	11515	1.7121
2.0525	6.0	13818	1.7282
2.0546	7.0	16121	1.6930
2.0401	8.0	18424	1.6876
2.019	9.0	20727	1.6599
2.011	10.0	23030	1.6661
1.9971	11.0	25333	1.6714
1.9929	12.0	27636	1.6486
1.9805	13.0	29939	1.6352
1.9738	14.0	32242	1.6336
1.9625	15.0	34545	1.6401
1.9645	16.0	36848	1.6302
1.9459	17.0	39151	1.6107
1.9364	18.0	41454	1.6078
1.9271	19.0	43757	1.6064
1.9301	20.0	46060	1.6025

Framework versions

Transformers 4.28.0
Pytorch 2.0.1
Datasets 2.12.0
Tokenizers 0.13.3