davanstrien / convnext_flyswot

huggingface.co
Total runs: 17
24-hour runs: 0
7-day runs: 2
30-day runs: -5
Model's Last Updated: September 11 2023
image-classification

Introduction of convnext_flyswot

Model Details of convnext_flyswot

convnext_flyswot

This model is a fine-tuned version of facebook/convnext-base-224-22k on the image_folder dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1441
  • F1: 0.9592
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 0.6833 0.7484
No log 2.0 104 0.3666 0.8750
No log 3.0 156 0.2090 0.9321
No log 4.0 208 0.1478 0.9449
No log 5.0 260 0.1002 0.9518
No log 6.0 312 0.1053 0.9506
No log 7.0 364 0.1182 0.9616
No log 8.0 416 0.1102 0.9592
No log 9.0 468 0.1262 0.9616
0.203 10.0 520 0.1286 0.9616
0.203 11.0 572 0.1355 0.9592
0.203 12.0 624 0.1299 0.9592
0.203 13.0 676 0.1154 0.9592
0.203 14.0 728 0.1385 0.9580
0.203 15.0 780 0.1330 0.9592
0.203 16.0 832 0.1390 0.9592
0.203 17.0 884 0.1386 0.9592
0.203 18.0 936 0.1390 0.9592
0.203 19.0 988 0.1409 0.9592
0.0006 20.0 1040 0.1411 0.9592
0.0006 21.0 1092 0.1413 0.9592
0.0006 22.0 1144 0.1415 0.9592
0.0006 23.0 1196 0.1426 0.9592
0.0006 24.0 1248 0.1435 0.9592
0.0006 25.0 1300 0.1438 0.9592
0.0006 26.0 1352 0.1434 0.9592
0.0006 27.0 1404 0.1437 0.9592
0.0006 28.0 1456 0.1441 0.9592
0.0002 29.0 1508 0.1440 0.9592
0.0002 30.0 1560 0.1441 0.9592
Framework versions
  • Transformers 4.17.0.dev0
  • Pytorch 1.10.0+cu111
  • Datasets 1.18.3
  • Tokenizers 0.11.6

Runs of davanstrien convnext_flyswot on huggingface.co

17
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
-5
30-day runs

More Information About convnext_flyswot huggingface.co Model

More convnext_flyswot license Visit here:

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

convnext_flyswot huggingface.co

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

davanstrien convnext_flyswot online free

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

davanstrien convnext_flyswot online free url in huggingface.co:

https://huggingface.co/davanstrien/convnext_flyswot

convnext_flyswot install

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

convnext_flyswot install url in huggingface.co:

https://huggingface.co/davanstrien/convnext_flyswot

Url of convnext_flyswot

convnext_flyswot huggingface.co Url

Provider of convnext_flyswot huggingface.co

davanstrien
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