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README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+model-index:
+- name: nsfw-classifier
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+    - name: Accuracy
+      type: accuracy
+      value: 0.9200000166893005
+datasets:
+- deepghs/nsfw_detect
+---
+
+# nsfw-classifier
+
+NSFW Classifier using [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k)

config.json

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+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "drawings",
+    "1": "hentai",
+    "2": "neutral",
+    "3": "porn",
+    "4": "sexy"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "drawings": "0",
+    "hentai": "1",
+    "neutral": "2",
+    "porn": "3",
+    "sexy": "4"
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.33.0"
+}

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTFeatureExtractor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:22bc12c4a84272eeeab34ad38b136bf83fc9e26f8c4705646ddedf58abeb2b38
+size 343275181