app.py

from fastapi import FastAPI, File, UploadFile, Form, Query
from fastapi.responses import FileResponse
import os

from main import load_model, generate_mesh

## create a new FASTAPI app instance
app=FastAPI()

model = load_model()

@app.get("/")
def home():
    return {"message":"Hello World"}

# Define a function to handle the GET request at `/generate`
@app.post("/generate")
async def generate(image: UploadFile = File(...),
                   no_remove_bg: bool = Form(True),
                   foreground_ratio: float = Form(0.85),
                   render: bool = Form(False),
                   mc_resolution: int = Form(256),
                   bake_texture_flag: bool = Form(False),
                   texture_resolution: int = Form(2048),
                   bucket_name: str= Form('BUCKET_NAME'),
                   input_folder: str= Form('INPUT_IMAGES'),
                   output_folder: str= Form('OUTPUT_MESHES'),
                   input_s3_id: str= Form('input_image.png'),
                   output_s3_id: str= Form('output_mesh.obj'),
                   output_video_s3_id= Form('output_video.mp4')
                    ):

    # Save the uploaded image to a temporary location
    temp_image_path = f"tmp/output/{image.filename}"
    with open(temp_image_path, "wb") as f:
        f.write(await image.read())

    # Call the `generate_mesh` function with customized parameters
    output_file_path, output_video_path = generate_mesh(
        image_path=temp_image_path,
        output_dir='tmp/output/',
        no_remove_bg=no_remove_bg,
        foreground_ratio=foreground_ratio,
        render=render,
        mc_resolution=mc_resolution,
        bake_texture_flag=bake_texture_flag,
        texture_resolution=texture_resolution,
        model=model,
        bucket_name=bucket_name,
        input_folder=input_folder,
        output_folder=output_folder,
        input_s3_id=input_s3_id,
        output_s3_id=output_s3_id,
        output_video_s3_id=output_video_s3_id
    )

    if output_video_path==None:
        ## return the generate text in Json reposne
        return FileResponse(output_file_path, media_type='application/octet-stream', filename="output_mesh.obj")
    else:
        return (FileResponse(output_file_path, media_type='application/octet-stream', filename="output_mesh.obj"),
            FileResponse(output_video_path, media_type='application/octet-stream', filename="output_video.mp4"))