Spaces:
Sleeping
Sleeping
feat: adds english caption using blip model
Browse files- app.py +13 -0
- requirements.txt +3 -0
app.py
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from transformers import pipeline
|
| 3 |
+
|
| 4 |
+
model_id = "Salesforce/blip-image-captioning-large"
|
| 5 |
+
caption_eng = pipeline(model=model_id)
|
| 6 |
+
|
| 7 |
+
def evaluate():
|
| 8 |
+
return caption_eng(input)[0]["generated_text"]
|
| 9 |
+
|
| 10 |
+
iface = gr.Interface(fn=evaluate, inputs=gr.Image(type="pil"), outputs="text")
|
| 11 |
+
|
| 12 |
+
if __name__ == "__main__":
|
| 13 |
+
iface.launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio
|
| 2 |
+
transformers
|
| 3 |
+
torch
|