Duplicate from MadhurGarg/blip-api

Co-authored-by: Madhur Garg <[email protected]>

.gitattributes

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README.md

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+---
+title: Blip Api
+emoji: 📈
+colorFrom: blue
+colorTo: indigo
+sdk: gradio
+sdk_version: 3.32.0
+app_file: app.py
+pinned: false
+duplicated_from: MadhurGarg/blip-api
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+from PIL import Image
+import requests
+import gradio as gr
+
+from transformers import BlipProcessor, BlipForConditionalGeneration
+
+model_id = "Salesforce/blip-image-captioning-base"
+
+model = BlipForConditionalGeneration.from_pretrained(model_id)
+processor = BlipProcessor.from_pretrained(model_id)
+
+def launch(input):
+    image = Image.open(requests.get(input, stream=True).raw).convert('RGB')
+    inputs = processor(image, return_tensors="pt")
+    out = model.generate(**inputs)
+    return processor.decode(out[0], skip_special_tokens=True)
+
+iface = gr.Interface(launch, inputs="text", outputs="text")
+iface.launch()

requirements.txt

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+git+https://github.com/huggingface/transformers.git@main
+torch