resnet-fine_tuned huggingface.co api & Thamer resnet-fine_tuned github AI Model

Introduction of resnet-fine_tuned

Model Details of resnet-fine_tuned

resnet-fine_tuned

This model is a fine-tuned version of microsoft/resnet-34 on the Falah/Alzheimer_MRI dataset. It achieves the following results on the evaluation set:

Loss: 0.1983
Accuracy: 0.9219

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0002
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.9041	1.0	80	0.9659	0.5352
0.8743	2.0	160	0.9348	0.5797
0.7723	3.0	240	0.7793	0.6594
0.6864	4.0	320	0.6799	0.7031
0.5347	5.0	400	0.5596	0.7703
0.4282	6.0	480	0.5078	0.7766
0.4315	7.0	560	0.5455	0.7680
0.3747	8.0	640	0.4203	0.8266
0.2977	9.0	720	0.3926	0.8469
0.2252	10.0	800	0.3024	0.8742
0.2675	11.0	880	0.2731	0.8906
0.2136	12.0	960	0.3045	0.875
0.1998	13.0	1040	0.2370	0.9
0.2406	14.0	1120	0.2387	0.9086
0.1873	15.0	1200	0.1983	0.9219

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cpu
Datasets 2.13.1
Tokenizers 0.13.3

Runs of Thamer resnet-fine_tuned on huggingface.co

Total runs

24-hour runs

3-day runs

7-day runs

30-day runs

More Information About resnet-fine_tuned huggingface.co Model

More resnet-fine_tuned license Visit here:

https://choosealicense.com/licenses/apache-2.0

resnet-fine_tuned huggingface.co

resnet-fine_tuned huggingface.co is an AI model on huggingface.co that provides resnet-fine_tuned's model effect (), which can be used instantly with this Thamer resnet-fine_tuned model. huggingface.co supports a free trial of the resnet-fine_tuned model, and also provides paid use of the resnet-fine_tuned. Support call resnet-fine_tuned model through api, including Node.js, Python, http.

resnet-fine_tuned huggingface.co Url

https://huggingface.co/Thamer/resnet-fine_tuned

Thamer resnet-fine_tuned online free

resnet-fine_tuned huggingface.co is an online trial and call api platform, which integrates resnet-fine_tuned's modeling effects, including api services, and provides a free online trial of resnet-fine_tuned, you can try resnet-fine_tuned online for free by clicking the link below.

Thamer resnet-fine_tuned online free url in huggingface.co:

https://huggingface.co/Thamer/resnet-fine_tuned

resnet-fine_tuned install

resnet-fine_tuned is an open source model from GitHub that offers a free installation service, and any user can find resnet-fine_tuned on GitHub to install. At the same time, huggingface.co provides the effect of resnet-fine_tuned install, users can directly use resnet-fine_tuned installed effect in huggingface.co for debugging and trial. It also supports api for free installation.