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polejowska/
deta-cd45rb-2ah-4l

Name: deta-cd45rb-2ah-4l
Availability: InStock

generated_from_trainer

cd45rb_nan_xywh

endpoints_compatible

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deta-cd45rb-2ah-4l

This model is a fine-tuned version of jozhang97/deta-swin-large on the cd45rb_nan_xywh dataset. It achieves the following results on the evaluation set:

Loss: 4.1179

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-06
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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
4.5965	1.0	4606	6.6771
4.4496	2.0	9212	6.5968
4.0734	3.0	13818	6.0809
3.7428	4.0	18424	5.4416
3.6307	5.0	23030	5.4795
3.6208	6.0	27636	5.0199
3.7471	7.0	32242	4.5272
3.6253	8.0	36848	4.2548
3.5243	9.0	41454	4.1402
3.4963	10.0	46060	4.1179

Framework versions

Transformers 4.28.0
Pytorch 2.0.1
Datasets 2.12.0
Tokenizers 0.13.3

polejowska/deta-cd45rb-2ah-4l

deta-cd45rb-2ah-4l

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

polejowska/
deta-cd45rb-2ah-4l