davanstrien / convnext-small-224-leicester_binary

huggingface.co
Total runs: 18
24-hour runs: 2
7-day runs: 10
30-day runs: 13
Model's Last Updated: September 11 2023
image-classification

Introduction of convnext-small-224-leicester_binary

Model Details of convnext-small-224-leicester_binary

convnext-small-224-leicester_binary

This model is a fine-tuned version of facebook/convnext-small-224 on the davanstrien/leicester_loaded_annotations_binary dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1283
  • F1: 0.9620
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: 64
  • eval_batch_size: 128
  • seed: 1337
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 30.0
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss F1
No log 1.0 7 0.5143 0.8608
0.5872 2.0 14 0.4215 0.8608
0.3903 3.0 21 0.4127 0.8608
0.3903 4.0 28 0.3605 0.8608
0.3163 5.0 35 0.3152 0.8608
0.2942 6.0 42 0.2942 0.8608
0.2942 7.0 49 0.2669 0.8608
0.2755 8.0 56 0.2316 0.8608
0.2281 9.0 63 0.2104 0.8608
0.2076 10.0 70 0.1938 0.8608
0.2076 11.0 77 0.1803 0.8608
0.1832 12.0 84 0.1704 0.8608
0.1758 13.0 91 0.1650 0.8608
0.1758 14.0 98 0.1714 0.8608
0.167 15.0 105 0.1575 0.8608
0.1519 16.0 112 0.1549 0.8608
0.1519 17.0 119 0.1705 0.8608
0.1422 18.0 126 0.1478 0.8608
0.1444 19.0 133 0.1437 0.8608
0.1396 20.0 140 0.1398 0.8608
0.1396 21.0 147 0.1351 0.8608
0.1293 22.0 154 0.1370 0.8987
0.1361 23.0 161 0.1335 0.8987
0.1361 24.0 168 0.1311 0.9367
0.1246 25.0 175 0.1289 0.9620
0.1211 26.0 182 0.1283 0.9620
0.1211 27.0 189 0.1294 0.9620
0.1182 28.0 196 0.1306 0.9620
0.1172 29.0 203 0.1312 0.9620
0.1102 30.0 210 0.1318 0.9620
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.12.1+cu113
  • Datasets 2.7.1
  • Tokenizers 0.13.2

Runs of davanstrien convnext-small-224-leicester_binary on huggingface.co

18
Total runs
2
24-hour runs
3
3-day runs
10
7-day runs
13
30-day runs

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convnext-small-224-leicester_binary install

convnext-small-224-leicester_binary is an open source model from GitHub that offers a free installation service, and any user can find convnext-small-224-leicester_binary on GitHub to install. At the same time, huggingface.co provides the effect of convnext-small-224-leicester_binary install, users can directly use convnext-small-224-leicester_binary installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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