coastguard / main.py
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from fastapi import FastAPI
from fastapi.staticfiles import StaticFiles
from fastapi.responses import FileResponse
from transformers import pipeline
app = FastAPI()
from transformers import pipeline
image_to_text = pipeline("image-to-text", model="nlpconnect/vit-gpt2-image-captioning")
# [{'generated_text': 'a soccer game with a player jumping to catch the ball '}]
model = AutoModelForSeq2SeqLM.from_pretrained("google/pix2struct-ocrvqa-large")
app.mount("/", StaticFiles(directory="static", html=True), name="static")
@app.get("/")
def index() -> FileResponse:
return FileResponse(path="/app/static/index.html", media_type="text/html")
@app.get("/ocr")
def ocr(input):
result = image_to_text(input)
print(result)