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plant_disease_classification

malifiahm / plant_disease_classification

Run on huggingface.co
huggingface.co
Total runs: 23
24-hour runs: -20
7-day runs: -195
30-day runs: -221
Model's Last Updated: Marzo 18 2024
image-classification

Introduction of plant_disease_classification

Model Details of plant_disease_classification

plant_disease_classification

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0323
  • Accuracy: 0.9915
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: 5e-05
  • 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: linear
  • num_epochs: 7
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.1367 1.0 8146 0.1257 0.9638
0.0952 2.0 16292 0.0908 0.9737
0.0694 3.0 24438 0.0702 0.9807
0.0536 4.0 32584 0.0578 0.9836
0.0389 5.0 40730 0.0567 0.9851
0.03 6.0 48876 0.0390 0.9892
0.0236 7.0 57022 0.0323 0.9915
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of malifiahm plant_disease_classification on huggingface.co

23
Total runs
-20
24-hour runs
-20
3-day runs
-195
7-day runs
-221
30-day runs

More Information About plant_disease_classification huggingface.co Model

More plant_disease_classification license Visit here:

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

plant_disease_classification huggingface.co

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

plant_disease_classification huggingface.co Url

https://huggingface.co/malifiahm/plant_disease_classification

malifiahm plant_disease_classification online free

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

malifiahm plant_disease_classification online free url in huggingface.co:

https://huggingface.co/malifiahm/plant_disease_classification

plant_disease_classification install

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

plant_disease_classification install url in huggingface.co:

https://huggingface.co/malifiahm/plant_disease_classification

Url of plant_disease_classification

plant_disease_classification huggingface.co Url

Provider of plant_disease_classification huggingface.co

malifiahm
ORGANIZATIONS
huggingface.co

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