detr-r50-cd45rb-all-8ah – AI Model by polejowska | AlphaNeural AI

You can deploy this model and start earning money today!

polejowska/
detr-r50-cd45rb-all-8ah

like

0

object-detection

generated_from_trainer

10.57967/hf/3603

endpoints_compatible

Views

No views yet

detr-r50-cd45rb-all-8ah

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: 1.6306
model.num_parameters() 41509318

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
2.4211	1.0	2303	1.8771
2.2126	2.0	4606	1.8058
2.1291	3.0	6909	1.7395
2.1026	4.0	9212	1.7130
2.0756	5.0	11515	1.7131
2.0535	6.0	13818	1.6874
2.0333	7.0	16121	1.6741
2.022	8.0	18424	1.6632
2.007	9.0	20727	1.6500
1.9998	10.0	23030	1.6492
1.9945	11.0	25333	1.6559
1.9906	12.0	27636	1.6375
1.9831	13.0	29939	1.6384
1.9787	14.0	32242	1.6331
1.9686	15.0	34545	1.6298
2.0042	16.0	36848	1.6546
2.0043	17.0	39151	1.6496
1.9945	18.0	41454	1.6571
1.9663	19.0	43757	1.6379
1.9635	20.0	46060	1.6306

Framework versions

Transformers 4.28.0
Pytorch 2.0.1
Datasets 2.12.0
Tokenizers 0.13.3