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README.md
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@@ -6,6 +6,32 @@ pipeline_tag: image-classification
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Copyright: Falcons.ai
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Forked from: https://huggingface.co/Falconsai/nsfw_image_detection/tree/main
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# Model Card: Fine-Tuned Vision Transformer (ViT) for NSFW Image Classification
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## Model Description
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Copyright: Falcons.ai
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Forked from: https://huggingface.co/Falconsai/nsfw_image_detection/tree/main
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DJL project that uses the model: https://github.com/Baklanov-Soft/image-hosting-processing
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`converted-to-torchscript.pt` - converted to TorchScript (to be used in DJL) by script:
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```python
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from PIL import Image
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from transformers import AutoTokenizer
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model_name = "Falconsai/nsfw_image_detection"
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model = AutoModelForImageClassification.from_pretrained(model_name, torchscript=True, return_dict=False)
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processor = AutoImageProcessor.from_pretrained(model_name)
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# example nsfw picture to trigger the model, find it yourself
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image = Image.open("images/hentai.jpg")
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image_inputs = processor(images=image, return_tensors="pt")
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config = {'forward': [image_inputs['pixel_values']]}
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converted = torch.jit.trace_module(model, config)
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torch.jit.save(converted, "converted.pt")
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```
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# Model Card: Fine-Tuned Vision Transformer (ViT) for NSFW Image Classification
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## Model Description
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