UPD: Processing state
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c20f3a3aff
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260d8ebbba
@@ -361,11 +361,18 @@ class reactor:
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pil_images = batch_tensor_to_pil(input_image)
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# NSFW checker
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logger.status("Checking for any unsafe content")
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pil_images_sfw = []
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tmp_img = "reactor_tmp.png"
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for img in pil_images:
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img.save("tmp.png")
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if not sfw.nsfw_image("tmp.png",NSFWDET_MODEL_PATH):
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if state.interrupted or model_management.processing_interrupted():
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logger.status("Interrupted by User")
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break
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img.save(tmp_img)
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if not sfw.nsfw_image(tmp_img, NSFWDET_MODEL_PATH):
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pil_images_sfw.append(img)
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if os.path.exists(tmp_img):
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os.remove(tmp_img)
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pil_images = pil_images_sfw
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# # #
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@@ -7,7 +7,7 @@ SCORE = 0.85
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logging.getLogger('transformers').setLevel(logging.ERROR)
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def nsfw_image(img_path: str, model_path: str):
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img = Image.open(img_path)
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predict = pipeline("image-classification", model=model_path)
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result = predict(img)
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return True if result[0]["score"] > SCORE else False
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with Image.open(img_path) as img:
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predict = pipeline("image-classification", model=model_path)
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result = predict(img)
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return True if result[0]["score"] > SCORE else False
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