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from PIL import Image
from transformers import AutoProcessor, AutoModelForCausalLM
def generate_caption(image_path, device="cuda"):
print("Генерация подписи...")
processor = AutoProcessor.from_pretrained("microsoft/git-base", use_fast=False)
model = AutoModelForCausalLM.from_pretrained("microsoft/git-base").to(device)
image = Image.open(image_path).convert("RGB")
inputs = processor(images=image, return_tensors="pt").to(device)
generated_ids = model.generate(
pixel_values=inputs.pixel_values,
max_length=50,
pad_token_id=processor.tokenizer.pad_token_id
)
caption = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
print("Сгенерированная подпись:", caption)
return caption |