File size: 2,998 Bytes
fd1dd45 e158b55 c2aa8fe e158b55 bb4cd3c fd1dd45 4ae11c9 fd1dd45 0e5ab33 fd1dd45 c2aa8fe fd1dd45 c2aa8fe e158b55 fd1dd45 e158b55 fd1dd45 e158b55 fd1dd45 0e5ab33 fd1dd45 be4dbd7 e158b55 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 |
from fastapi import FastAPI, UploadFile
from fastapi.staticfiles import StaticFiles
from fastapi.responses import FileResponse
import subprocess
import os
import json
import uuid
import logging
import torch
from diffusers import (
StableDiffusionPipeline,
DPMSolverMultistepScheduler,
EulerDiscreteScheduler,
)
app = FastAPI()
@app.get("/generate")
def generate_image(prompt, model):
torch.cuda.empty_cache()
modelArray = model.split(",")
modelName = modelArray[0]
modelVersion = modelArray[1]
pipeline = StableDiffusionPipeline.from_pretrained(
str(modelName), torch_dtype=torch.float16
)
pipeline.scheduler = EulerDiscreteScheduler.from_config(pipeline.scheduler.config)
pipeline = pipeline.to("cuda")
image = pipeline(prompt, num_inference_steps=50, height=512, width=512).images[0]
filename = str(uuid.uuid4()) + ".jpg"
image.save(filename)
assertion = {
"assertions": [
{
"label": "com.truepic.custom.ai",
"data": {
"model_name": modelName,
"model_version": modelVersion,
"prompt": prompt,
},
}
]
}
json_object = json.dumps(assertion)
subprocess.check_output(
[
"./truepic",
"sign",
filename,
"--assertions-inline",
json_object,
"--output",
(os.getcwd() + "/static/" + filename),
]
)
return {"response": filename}
@app.post("/verify")
def verify_image(fileUpload: UploadFile):
logging.warning("in verify")
logging.warning(fileUpload.filename)
# check if the file has been uploaded
if fileUpload.filename:
# strip the leading path from the file name
fn = os.path.basename(fileUpload.filename)
# open read and write the file into the server
open(fn, 'wb').write(fileUpload.file.read())
subprocess.check_output(
[
"./truepic",
"sign",
fileUpload.filename,
"--output",
(os.getcwd() + "/static/" + fileUpload.filename),
]
)
return {"response": fileUpload.filename}
@app.post("/sign")
def sign_image(fileUpload: UploadFile):
logging.warning("in verify")
logging.warning(fileUpload.filename)
# check if the file has been uploaded
if fileUpload.filename:
# strip the leading path from the file name
fn = os.path.basename(fileUpload.filename)
# open read and write the file into the server
open(fn, 'wb').write(fileUpload.file.read())
return {"response": fileUpload.filename}
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")
|