PhanDuc

from fastapi import FastAPI, File, UploadFile, HTTPException
from PIL import Image
from pydantic import BaseModel
from tensorflow.keras.models import load_model
from typing import List
import io
import numpy as np
import sys
import uvicorn

PhanDuc

import aiohttp
import asyncio
import time
import requests
from PIL import Image
import io
start_time = time.time()

urls = [
    "https://kscloset.vn/wp-content/uploads/2021/03/K154TES-FK1AADOOK116TES-FK5A0CAM1--270x370.jpg",

PhanDuc

I0809 10:27:23.454255 1 logging.cc:52] Tactic: 861694390046228376 time 0.401024
I0809 10:27:23.457287 1 logging.cc:52] Conv_105 + Relu_106 (scudnn) Set Tactic Name: volta_scudnn_128x64_sliced1x2_ldg4_relu_exp_small_nhwc_tn_v1
I0809 10:27:23.468172 1 logging.cc:52] Tactic: 5258189349241541167 time 0.214656
I0809 10:27:23.468615 1 logging.cc:52] Conv_105 + Relu_106 (scudnn) Set Tactic Name: volta_scudnn_128x128_relu_exp_small_nhwc_tn_v1
I0809 10:27:23.479728 1 logging.cc:52] Tactic: 5821621277990374316 time 0.399456
I0809 10:27:23.480157 1 logging.cc:52] Conv_105 + Relu_106 (scudnn) Set Tactic Name: volta_scudnn_128x32_sliced1x4_ldg4_relu_exp_small_nhwc_tn_v1
I0809 10:27:23.490417 1 logging.cc:52] Tactic: 5863767799113001648 time 0.117984
I0809 10:27:23.490856 1 logging.cc:52] Conv_105 + Relu_106 (scudnn) Set Tactic Name: volta_scudnn_128x128_ldg4_relu_exp_medium_nhwc_tn_v1
I0809 10:27:23.501746 1 logging.cc:52] Tactic: -9147980667639709536 time 0.399328
I0809 10:27:23.502250 1 logging.cc:52] Conv_105 + Relu_10

PhanDuc

  }
  step {
    model_name: "yolov5_onnx_horror_postprocess"
    model_version: 1
    input_map {
      key: "FLAG_INFERENCE"
      value: "FLAG_OUTPUT"
    }
    input_map {
      key: "HORROR_INFERENCE_0"

PhanDuc

ConsumerRecord(topic='ai-integrator-video', partition=0, offset=127, timestamp=1631076816929, timestamp_type=0, key=b'17812', value=b'{"request_id": 17812, "request_type": "video_url", "log_id": 15093, "category_id": 1, "object_id": 1, "field_name": "VideoUrl", "field_value": "https://fbang-web-assets.s3.ap-southeast-1.amazonaws.com/common/ELDEN+RING+-+Official+Gameplay+Reveal.mp4"}', checksum=None, serialized_key_size=5, serialized_value_size=251, headers=())

ConsumerRecord(topic='ai-integrator-video', partition=0, offset=128, timestamp=1631076816955, timestamp_type=0, key=b'17821', value=b'{"request_id": 17821, "request_type": "video_url", "log_id": 15096, "category_id": 1, "object_id": 1, "field_name": "VideoUrl", "field_value": "https://fbang-web-assets.s3.ap-southeast-1.amazonaws.com/common/ELDEN+RING+-+Official+Gameplay+Reveal.mp4"}', checksum=None, serialized_key_size=5, serialized_value_size=251, headers=())

ConsumerRecord(topic='ai-integrator-video', partition=0, offset=129, timestamp=1631076817013

PhanDuc

import ast
import argparse
import cv2 as cv
# import json
import numpy as np
import os
# import tensorflow as tf
import time
import uuid