detr – AI Model by cheesebird | AlphaNeural AI

You can deploy this model and start earning money today!

cheesebird/
detr

like

0

object-detection

generated_from_trainer

facebook/detr-resnet-50

endpoints_compatible

Views

No views yet

detr

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

Loss: 0.8684

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: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.2294	0.1	250	1.5375
1.4499	0.2	500	1.3111
1.2584	0.3	750	1.1323
1.1306	0.4	1000	1.0789
1.1112	0.5	1250	1.0349
1.0478	0.6	1500	0.9710
0.9709	0.7	1750	0.9510
0.96	0.8	2000	0.9061
0.9417	0.9	2250	0.8761
0.939	1.0	2500	0.8684

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.15.2