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Update app.py
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app.py
CHANGED
@@ -26,7 +26,7 @@ nltk.download('omw-1.4')
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nlp = spacy.load("en_core_web_sm")
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# Load the pre-trained model for image captioning
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model_name = "NourFakih/Vit-GPT2-COCO2017Flickr-85k-
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model = VisionEncoderDecoderModel.from_pretrained(model_name)
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feature_extractor = ViTImageProcessor.from_pretrained(model_name)
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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@@ -38,7 +38,6 @@ model.config.eos_token_id = tokenizer.eos_token_id
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model.config.decoder_start_token_id = tokenizer.bos_token_id
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model.config.pad_token_id = tokenizer.pad_token_id
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def generate_caption(image):
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pixel_values = feature_extractor(images=image, return_tensors="pt").pixel_values
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output_ids = model.generate(pixel_values)
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nlp = spacy.load("en_core_web_sm")
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# Load the pre-trained model for image captioning
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model_name = "NourFakih/Vit-GPT2-COCO2017Flickr-85k-09"
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model = VisionEncoderDecoderModel.from_pretrained(model_name)
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feature_extractor = ViTImageProcessor.from_pretrained(model_name)
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model.config.decoder_start_token_id = tokenizer.bos_token_id
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model.config.pad_token_id = tokenizer.pad_token_id
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def generate_caption(image):
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pixel_values = feature_extractor(images=image, return_tensors="pt").pixel_values
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output_ids = model.generate(pixel_values)
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