davanstrien / deit_flyswot

huggingface.co
Total runs: 234
24-hour runs: -1
7-day runs: -16
30-day runs: 214
Model's Last Updated: September 09 2023
image-classification

Introduction of deit_flyswot

Model Details of deit_flyswot

deit_flyswot

This model was trained from scratch on the image_folder dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0755
  • F1: 0.9908
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: 2e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 666
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 30
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss F1
No log 1.0 52 0.5710 0.8095
No log 2.0 104 0.2814 0.9380
No log 3.0 156 0.1719 0.9555
No log 4.0 208 0.1410 0.9692
No log 5.0 260 0.1457 0.9680
No log 6.0 312 0.1084 0.9747
No log 7.0 364 0.0892 0.9736
No log 8.0 416 0.0962 0.9831
No log 9.0 468 0.0819 0.9796
0.2034 10.0 520 0.0916 0.9778
0.2034 11.0 572 0.0793 0.9827
0.2034 12.0 624 0.0818 0.9894
0.2034 13.0 676 0.0852 0.9807
0.2034 14.0 728 0.0938 0.9778
0.2034 15.0 780 0.0814 0.9876
0.2034 16.0 832 0.0702 0.9892
0.2034 17.0 884 0.0801 0.9892
0.2034 18.0 936 0.0806 0.9892
0.2034 19.0 988 0.0769 0.9926
0.0115 20.0 1040 0.0800 0.9926
0.0115 21.0 1092 0.0794 0.9926
0.0115 22.0 1144 0.0762 0.9846
0.0115 23.0 1196 0.0789 0.9830
0.0115 24.0 1248 0.0794 0.9829
0.0115 25.0 1300 0.0770 0.9908
0.0115 26.0 1352 0.0791 0.9829
0.0115 27.0 1404 0.0813 0.9892
0.0115 28.0 1456 0.0816 0.9908
0.0058 29.0 1508 0.0774 0.9908
0.0058 30.0 1560 0.0755 0.9908
Framework versions
  • Transformers 4.17.0
  • Pytorch 1.10.0+cu111
  • Datasets 2.0.0
  • Tokenizers 0.11.6

Runs of davanstrien deit_flyswot on huggingface.co

234
Total runs
-1
24-hour runs
-13
3-day runs
-16
7-day runs
214
30-day runs

More Information About deit_flyswot huggingface.co Model

deit_flyswot huggingface.co

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

davanstrien deit_flyswot online free

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

davanstrien deit_flyswot online free url in huggingface.co:

https://huggingface.co/davanstrien/deit_flyswot

deit_flyswot install

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

deit_flyswot install url in huggingface.co:

https://huggingface.co/davanstrien/deit_flyswot

Url of deit_flyswot

Provider of deit_flyswot huggingface.co

davanstrien
ORGANIZATIONS

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