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Update app.py support translation
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app.py
CHANGED
@@ -1,4 +1,5 @@
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from transformers.utils import logging
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logging.set_verbosity_error()
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import warnings
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@@ -12,9 +13,29 @@ from transformers import pipeline
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pipe = pipeline("image-to-text",
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model="Salesforce/blip-image-captioning-base")
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def launch(input):
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out = pipe(input)
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iface = gr.Interface(launch,
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inputs=gr.Image(type='pil'),
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from transformers.utils import logging
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from language_directions import *
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logging.set_verbosity_error()
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import warnings
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pipe = pipeline("image-to-text",
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model="Salesforce/blip-image-captioning-base")
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def translate(input_text, source, target):
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source_readable = source
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if source == "Auto Detect" or source.startswith("Detected"):
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source, _ = auto_detect_language_code(input_text)
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if source in source_lang_dict.keys():
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source = source_lang_dict[source]
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target_lang_dict, _ = get_target_languages(source)
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try:
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target = target_lang_dict[target]
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# Helsinki-NLP/opus-mt-en-sq
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model = f"Helsinki-NLP/opus-mt-{source}-{target}"
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pipe = pipeline("translation", model=model)
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translation = pipe(input_text)
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return translation[0]['translation_text'], ""
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except KeyError:
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return "", f"Error: Translation direction {source_readable} to {target} is not supported by Helsinki Translation Models"
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def launch(input):
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out = pipe(input)
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context_str = out[0]['generated_text']
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translate_str = translate(context_str, 'en', 'sq')
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return translate_str
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iface = gr.Interface(launch,
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inputs=gr.Image(type='pil'),
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