detr-resnet-50_adamw_torch_fused_finetuned_food-roboflow – AI Model by kariver | AlphaNeural AI

You can deploy this model and start earning money today!

kariver/
detr-resnet-50_adamw_torch_fused_finetuned_food-roboflow

like

0

object-detection

generated_from_trainer

facebook/detr-resnet-50

endpoints_compatible

Views

No views yet

detr-resnet-50_adamw_torch_fused_finetuned_food-roboflow

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

Loss: 2.4652

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 15
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
6.3234	1.52	50	5.6491
5.275	3.03	100	4.4271
4.192	4.55	150	3.2741
3.2675	6.06	200	2.7332
3.0463	7.58	250	2.6176
2.8906	9.09	300	2.5238
2.8289	10.61	350	2.5048
2.782	12.12	400	2.5033
2.7336	13.64	450	2.4652

Framework versions

Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1