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Update app.py
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app.py
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@@ -2,6 +2,7 @@ import os
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from fastapi import FastAPI, File, UploadFile
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from pydantic import BaseModel
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from transformers import pipeline
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from PIL import Image
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import joblib
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import re
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@@ -13,11 +14,9 @@ import uvicorn
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os.environ["TRANSFORMERS_CACHE"] = "/tmp"
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os.environ["HF_HOME"] = "/tmp"
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# β
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app = FastAPI()
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# β
Load NSFW Image Classification Model
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try:
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pipe = pipeline("image-classification", model="LukeJacob2023/nsfw-image-detector", cache_dir="/tmp")
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print("β
NSFW Model Loaded Successfully!")
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except Exception as e:
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@@ -33,6 +32,9 @@ except Exception as e:
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print(f"β Error Loading Toxic Text Model: {e}")
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exit(1)
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# π Text Input Model
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class TextInput(BaseModel):
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text: str
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from fastapi import FastAPI, File, UploadFile
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from pydantic import BaseModel
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from transformers import pipeline
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from huggingface_hub import hf_hub_download
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from PIL import Image
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import joblib
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import re
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os.environ["TRANSFORMERS_CACHE"] = "/tmp"
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os.environ["HF_HOME"] = "/tmp"
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# β
Manually Download the NSFW Model to `/tmp`
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try:
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model_path = hf_hub_download(repo_id="LukeJacob2023/nsfw-image-detector", filename="pytorch_model.bin", cache_dir="/tmp")
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pipe = pipeline("image-classification", model="LukeJacob2023/nsfw-image-detector", cache_dir="/tmp")
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print("β
NSFW Model Loaded Successfully!")
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except Exception as e:
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print(f"β Error Loading Toxic Text Model: {e}")
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exit(1)
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# β
Initialize FastAPI
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app = FastAPI()
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# π Text Input Model
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class TextInput(BaseModel):
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text: str
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