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nsfw-image-detector

LukeJacob2023 / nsfw-image-detector

Run on huggingface.co
huggingface.co
Total runs: 23.2K
24-hour runs: 0
7-day runs: -338
30-day runs: -487
Model's Last Updated: December 28 2024
image-classification

Introduction of nsfw-image-detector

Model Details of nsfw-image-detector

nsfw-image-detector

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

  • Loss: 0.8138
  • Accuracy: 0.9316
  • Accuracy K: 0.9887
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: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Accuracy K
0.7836 1.0 720 0.3188 0.9085 0.9891
0.2441 2.0 1440 0.2382 0.9257 0.9936
0.1412 3.0 2160 0.2334 0.9335 0.9932
0.0857 4.0 2880 0.2934 0.9347 0.9934
0.0569 5.0 3600 0.4500 0.9307 0.9927
0.0371 6.0 4320 0.5524 0.9357 0.9910
0.0232 7.0 5040 0.6691 0.9347 0.9913
0.02 8.0 5760 0.7408 0.9335 0.9917
0.0154 9.0 6480 0.8138 0.9316 0.9887
Framework versions
  • Transformers 4.36.2
  • Pytorch 2.0.0
  • Datasets 2.15.0
  • Tokenizers 0.15.0

Runs of LukeJacob2023 nsfw-image-detector on huggingface.co

23.2K
Total runs
0
24-hour runs
-42
3-day runs
-338
7-day runs
-487
30-day runs

More Information About nsfw-image-detector huggingface.co Model

More nsfw-image-detector license Visit here:

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

nsfw-image-detector huggingface.co

nsfw-image-detector huggingface.co is an AI model on huggingface.co that provides nsfw-image-detector's model effect (), which can be used instantly with this LukeJacob2023 nsfw-image-detector model. huggingface.co supports a free trial of the nsfw-image-detector model, and also provides paid use of the nsfw-image-detector. Support call nsfw-image-detector model through api, including Node.js, Python, http.

nsfw-image-detector huggingface.co Url

https://huggingface.co/LukeJacob2023/nsfw-image-detector

LukeJacob2023 nsfw-image-detector online free

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

LukeJacob2023 nsfw-image-detector online free url in huggingface.co:

https://huggingface.co/LukeJacob2023/nsfw-image-detector

nsfw-image-detector install

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

nsfw-image-detector install url in huggingface.co:

https://huggingface.co/LukeJacob2023/nsfw-image-detector

Url of nsfw-image-detector

nsfw-image-detector huggingface.co Url

Provider of nsfw-image-detector huggingface.co

LukeJacob2023
ORGANIZATIONS
huggingface.co

Other API from LukeJacob2023

 huggingface.co
LukeJacob2023/yolo

Total runs: 3
Run Growth: 1
Growth Rate: 33.33%
Updated:August 28 2024