File size: 1,502 Bytes
9551618 d0271ec 9551618 |
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 |
import streamlit as st
import cv2
import tempfile
import numpy as np
from NudeDetector.NudeDetector import NudeDetector
def nude_video_app():
st.title("Video Nudity Detection App")
uploaded_file = st.file_uploader("Upload a video", type=["mp4", "avi"])
if uploaded_file is not None:
with tempfile.NamedTemporaryFile(delete=False) as temp_file:
temp_file.write(uploaded_file.read())
uploaded_video_path = temp_file.name
cap = cv2.VideoCapture(uploaded_video_path)
skip_interval = 20
frame_index = 0
placeholder1 = st.empty()
col1, col2 = st.columns([1, 1])
with col1:
placeholder2 = st.empty()
with col2:
placeholder3 = st.empty()
while True:
success, img = cap.read()
if not success:
break
if frame_index % skip_interval == 0:
detector = NudeDetector(img)
if detector.is_nude():
placeholder1.error("Image is Nude")
else:
placeholder1.success("Image is Safe")
placeholder2.image(cv2.cvtColor(detector.visualize(), cv2.COLOR_BGR2RGB), caption='Visualized Image', use_column_width=True)
placeholder3.image(cv2.cvtColor(detector.blur_nudity(), cv2.COLOR_BGR2RGB), caption='Nudity Blurred Image', use_column_width=True)
frame_index += 1
if __name__ == "__main__":
nude_video_app()
|