vuongnhathien / convnext-nano

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: May 22 2024
image-classification

Introduction of convnext-nano

Model Details of convnext-nano

convnext-nano

This model is a fine-tuned version of facebook/convnextv2-nano-22k-384 on the vuongnhathien/30VNFoods dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4288
  • Accuracy: 0.9115
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: 0.0003
  • train_batch_size: 64
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6173 1.0 275 0.5020 0.8473
0.3079 2.0 550 0.4532 0.8672
0.174 3.0 825 0.4498 0.8771
0.0955 4.0 1100 0.4480 0.8907
0.0435 5.0 1375 0.4689 0.8938
0.0282 6.0 1650 0.4556 0.9002
0.0085 7.0 1925 0.3986 0.9161
0.0065 8.0 2200 0.4051 0.9189
0.0012 9.0 2475 0.4022 0.9221
0.0023 10.0 2750 0.4029 0.9217
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of vuongnhathien convnext-nano on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About convnext-nano huggingface.co Model

More convnext-nano license Visit here:

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

convnext-nano huggingface.co

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

vuongnhathien convnext-nano online free

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

vuongnhathien convnext-nano online free url in huggingface.co:

https://huggingface.co/vuongnhathien/convnext-nano

convnext-nano install

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

convnext-nano install url in huggingface.co:

https://huggingface.co/vuongnhathien/convnext-nano

Url of convnext-nano

Provider of convnext-nano huggingface.co

vuongnhathien
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