vuongnhathien / convnext-base

huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: 0
30-day runs: -1
Model's Last Updated: May 25 2024
image-classification

Introduction of convnext-base

Model Details of convnext-base

convnext-base

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

  • Loss: 0.2818
  • Accuracy: 0.9442
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: 0.0001
  • train_batch_size: 16
  • 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
0.5947 1.0 1099 0.4242 0.8684
0.4798 2.0 2198 0.4242 0.8728
0.3625 3.0 3297 0.3553 0.9078
0.2777 4.0 4396 0.3241 0.9185
0.2368 5.0 5495 0.3413 0.9245
0.1635 6.0 6594 0.3116 0.9356
0.1564 7.0 7693 0.2997 0.9360
0.1082 8.0 8792 0.2916 0.9451
0.1146 9.0 9891 0.2963 0.9431
0.0801 10.0 10990 0.2946 0.9439
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of vuongnhathien convnext-base on huggingface.co

2
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-1
30-day runs

More Information About convnext-base huggingface.co Model

More convnext-base license Visit here:

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

convnext-base huggingface.co

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

vuongnhathien convnext-base online free

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

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

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

convnext-base install

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

convnext-base install url in huggingface.co:

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

Url of convnext-base

Provider of convnext-base huggingface.co

vuongnhathien
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