Spaces:
Runtime error
Runtime error
Initial commit
Browse files- app.py +98 -0
- config.py +47 -0
- requirements.txt +54 -0
- video_processing.py +55 -0
app.py
ADDED
|
@@ -0,0 +1,98 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import streamlit as st
|
| 2 |
+
import numpy as np
|
| 3 |
+
from video_processing import enhance_video
|
| 4 |
+
from config import EXAMPLES
|
| 5 |
+
|
| 6 |
+
st.set_page_config(
|
| 7 |
+
page_title="Сверточный Видоусилитель",
|
| 8 |
+
page_icon="🎬",
|
| 9 |
+
layout="wide"
|
| 10 |
+
)
|
| 11 |
+
|
| 12 |
+
|
| 13 |
+
def main():
|
| 14 |
+
st.title("🎬 Сверточный Видоусилитель")
|
| 15 |
+
|
| 16 |
+
if 'current_filter' not in st.session_state:
|
| 17 |
+
st.session_state.current_filter = "Повышение резкости"
|
| 18 |
+
st.session_state.kernel = EXAMPLES["Повышение резкости"]
|
| 19 |
+
|
| 20 |
+
# Секция загрузки файла
|
| 21 |
+
uploaded_file = st.file_uploader("📤 Загрузите видео файл", type=["mp4", "avi", "mov"])
|
| 22 |
+
|
| 23 |
+
# Панель управления фильтрами
|
| 24 |
+
with st.sidebar:
|
| 25 |
+
st.header("⚙ Настройки свертки")
|
| 26 |
+
|
| 27 |
+
# Отображение текущего фильтра
|
| 28 |
+
st.markdown(f"**Активный фильтр:** `{st.session_state.current_filter}`")
|
| 29 |
+
kernel_input = st.text_input(
|
| 30 |
+
"Матрица 3x3 (9 чисел через запятую):",
|
| 31 |
+
value=", ".join(map(str, st.session_state.kernel.flatten())),
|
| 32 |
+
help="Пример: -1, -1, -1, -1, 9, -1, -1, -1, -1",
|
| 33 |
+
key="kernel_input"
|
| 34 |
+
)
|
| 35 |
+
|
| 36 |
+
st.subheader("📚 Пресеты фильтров")
|
| 37 |
+
cols = st.columns(2)
|
| 38 |
+
for idx, (name, example) in enumerate(EXAMPLES.items()):
|
| 39 |
+
with cols[idx % 2]:
|
| 40 |
+
is_active = name == st.session_state.current_filter
|
| 41 |
+
btn_label = f"✅ {name}" if is_active else f"⚙️ {name}"
|
| 42 |
+
if st.button(
|
| 43 |
+
btn_label,
|
| 44 |
+
help=f"Матрица: {example.tolist()}",
|
| 45 |
+
use_container_width=True
|
| 46 |
+
):
|
| 47 |
+
st.session_state.current_filter = name
|
| 48 |
+
st.session_state.kernel = example
|
| 49 |
+
st.rerun()
|
| 50 |
+
|
| 51 |
+
if uploaded_file:
|
| 52 |
+
if st.button("🚀 ПРИМЕНИТЬ СВЕРТОЧНЫЙ ФИЛЬТР", use_container_width=True, type="primary"):
|
| 53 |
+
try:
|
| 54 |
+
if not kernel_input.strip():
|
| 55 |
+
st.error("❌ Выберите фильтр или введите свою матрицу!")
|
| 56 |
+
return
|
| 57 |
+
|
| 58 |
+
kernel_values = [float(x.strip()) for x in kernel_input.split(',')]
|
| 59 |
+
|
| 60 |
+
if len(kernel_values) != 9:
|
| 61 |
+
st.error("❌ Требуется ровно 9 значений через запятую!")
|
| 62 |
+
return
|
| 63 |
+
|
| 64 |
+
if all(abs(x) < 0.0001 for x in kernel_values):
|
| 65 |
+
st.error("❌ Матрица не может быть нулевой!")
|
| 66 |
+
return
|
| 67 |
+
|
| 68 |
+
kernel = np.array(kernel_values).reshape(3, 3)
|
| 69 |
+
st.session_state.kernel = kernel
|
| 70 |
+
st.session_state.current_filter = "Пользовательский"
|
| 71 |
+
|
| 72 |
+
with st.spinner("🔎 Применяем сверточный фильтр..."):
|
| 73 |
+
processed_path = enhance_video(uploaded_file, kernel)
|
| 74 |
+
|
| 75 |
+
col1, col2 = st.columns(2)
|
| 76 |
+
with col1:
|
| 77 |
+
st.subheader("Исходное видео")
|
| 78 |
+
st.video(uploaded_file)
|
| 79 |
+
|
| 80 |
+
with col2:
|
| 81 |
+
st.subheader("Результат обработки")
|
| 82 |
+
st.video(processed_path)
|
| 83 |
+
|
| 84 |
+
with open(processed_path, "rb") as f:
|
| 85 |
+
st.download_button(
|
| 86 |
+
label="💾 Скачать результат",
|
| 87 |
+
data=f,
|
| 88 |
+
file_name="conv_video.mp4",
|
| 89 |
+
mime="video/mp4",
|
| 90 |
+
use_container_width=True
|
| 91 |
+
)
|
| 92 |
+
|
| 93 |
+
except Exception as e:
|
| 94 |
+
st.error(f"⚠️ Критическая ошибка: {str(e)}")
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
if __name__ == "__main__":
|
| 98 |
+
main()
|
config.py
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import numpy as np
|
| 2 |
+
|
| 3 |
+
EXAMPLES = {
|
| 4 |
+
# Базовые фильтры
|
| 5 |
+
"Повышение резкости": np.array([
|
| 6 |
+
[-1, -1, -1],
|
| 7 |
+
[-1, 9, -1],
|
| 8 |
+
[-1, -1, -1]
|
| 9 |
+
]),
|
| 10 |
+
"Гауссово размытие": np.array([
|
| 11 |
+
[0.0625, 0.125, 0.0625],
|
| 12 |
+
[0.125, 0.25, 0.125],
|
| 13 |
+
[0.0625, 0.125, 0.0625]
|
| 14 |
+
]),
|
| 15 |
+
"Детектор краёв": np.array([
|
| 16 |
+
[0, 1, 0],
|
| 17 |
+
[1, -4, 1],
|
| 18 |
+
[0, 1, 0]
|
| 19 |
+
]),
|
| 20 |
+
|
| 21 |
+
# Новые фильтры
|
| 22 |
+
"Эффект тиснения": np.array([
|
| 23 |
+
[-2, -1, 0],
|
| 24 |
+
[-1, 1, 1],
|
| 25 |
+
[0, 1, 2]
|
| 26 |
+
]),
|
| 27 |
+
"Контурная резкость": np.array([
|
| 28 |
+
[0, -1, 0],
|
| 29 |
+
[-1, 5, -1],
|
| 30 |
+
[0, -1, 0]
|
| 31 |
+
]),
|
| 32 |
+
"Точечное размытие": np.array([
|
| 33 |
+
[0, 0.2, 0],
|
| 34 |
+
[0.2, 0.2, 0.2],
|
| 35 |
+
[0, 0.2, 0]
|
| 36 |
+
]),
|
| 37 |
+
"Повышение контраста": np.array([
|
| 38 |
+
[0, -1, 0],
|
| 39 |
+
[-1, 5, -1],
|
| 40 |
+
[0, -1, 0]
|
| 41 |
+
]),
|
| 42 |
+
"Эффект рельефа": np.array([
|
| 43 |
+
[1, 1, 0],
|
| 44 |
+
[1, 0, -1],
|
| 45 |
+
[0, -1, -1]
|
| 46 |
+
])
|
| 47 |
+
}
|
requirements.txt
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
altair==5.5.0
|
| 2 |
+
attrs==25.1.0
|
| 3 |
+
blinker==1.9.0
|
| 4 |
+
cachetools==5.5.1
|
| 5 |
+
certifi==2025.1.31
|
| 6 |
+
charset-normalizer==3.4.1
|
| 7 |
+
click==8.1.8
|
| 8 |
+
decorator==5.1.1
|
| 9 |
+
filelock==3.17.0
|
| 10 |
+
fsspec==2025.2.0
|
| 11 |
+
gitdb==4.0.12
|
| 12 |
+
GitPython==3.1.44
|
| 13 |
+
idna==3.10
|
| 14 |
+
imageio==2.37.0
|
| 15 |
+
imageio-ffmpeg==0.6.0
|
| 16 |
+
Jinja2==3.1.5
|
| 17 |
+
jsonschema==4.23.0
|
| 18 |
+
jsonschema-specifications==2024.10.1
|
| 19 |
+
markdown-it-py==3.0.0
|
| 20 |
+
MarkupSafe==3.0.2
|
| 21 |
+
mdurl==0.1.2
|
| 22 |
+
moviepy==2.1.2
|
| 23 |
+
mpmath==1.3.0
|
| 24 |
+
narwhals==1.25.1
|
| 25 |
+
networkx==3.4.2
|
| 26 |
+
numpy==2.2.2
|
| 27 |
+
opencv-python==4.11.0.86
|
| 28 |
+
packaging==24.2
|
| 29 |
+
pandas==2.2.3
|
| 30 |
+
pillow==10.4.0
|
| 31 |
+
proglog==0.1.10
|
| 32 |
+
protobuf==5.29.3
|
| 33 |
+
pyarrow==19.0.0
|
| 34 |
+
pydeck==0.9.1
|
| 35 |
+
Pygments==2.19.1
|
| 36 |
+
python-dateutil==2.9.0.post0
|
| 37 |
+
python-dotenv==1.0.1
|
| 38 |
+
pytz==2025.1
|
| 39 |
+
referencing==0.36.2
|
| 40 |
+
requests==2.32.3
|
| 41 |
+
rich==13.9.4
|
| 42 |
+
rpds-py==0.22.3
|
| 43 |
+
six==1.17.0
|
| 44 |
+
smmap==5.0.2
|
| 45 |
+
streamlit==1.42.0
|
| 46 |
+
sympy==1.13.1
|
| 47 |
+
tenacity==9.0.0
|
| 48 |
+
toml==0.10.2
|
| 49 |
+
torch==2.6.0
|
| 50 |
+
tornado==6.4.2
|
| 51 |
+
tqdm==4.67.1
|
| 52 |
+
typing_extensions==4.12.2
|
| 53 |
+
tzdata==2025.1
|
| 54 |
+
urllib3==2.3.0
|
video_processing.py
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import cv2
|
| 2 |
+
import numpy as np
|
| 3 |
+
import tempfile
|
| 4 |
+
import os
|
| 5 |
+
from moviepy import VideoFileClip
|
| 6 |
+
|
| 7 |
+
|
| 8 |
+
def enhance_video(video_file, kernel):
|
| 9 |
+
# Сохранение во временный файл
|
| 10 |
+
with tempfile.NamedTemporaryFile(delete=False, suffix='.mp4') as temp_input:
|
| 11 |
+
temp_input.write(video_file.getbuffer())
|
| 12 |
+
input_path = temp_input.name
|
| 13 |
+
|
| 14 |
+
# Обработка видео
|
| 15 |
+
cap = cv2.VideoCapture(input_path)
|
| 16 |
+
width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))
|
| 17 |
+
height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))
|
| 18 |
+
fps = cap.get(cv2.CAP_PROP_FPS)
|
| 19 |
+
|
| 20 |
+
# Подготовка выходного файла
|
| 21 |
+
with tempfile.NamedTemporaryFile(delete=False, suffix='.mp4') as temp_output:
|
| 22 |
+
output_path = temp_output.name
|
| 23 |
+
out = cv2.VideoWriter(output_path, cv2.VideoWriter_fourcc(*'mp4v'), fps, (width, height))
|
| 24 |
+
|
| 25 |
+
while cap.isOpened():
|
| 26 |
+
ret, frame = cap.read()
|
| 27 |
+
if not ret:
|
| 28 |
+
break
|
| 29 |
+
processed_frame = cv2.filter2D(frame, -1, kernel)
|
| 30 |
+
out.write(processed_frame)
|
| 31 |
+
|
| 32 |
+
cap.release()
|
| 33 |
+
out.release()
|
| 34 |
+
|
| 35 |
+
# Микширование аудио
|
| 36 |
+
final_output = tempfile.NamedTemporaryFile(delete=False, suffix='.mp4').name
|
| 37 |
+
video_clip = VideoFileClip(output_path)
|
| 38 |
+
audio_clip = VideoFileClip(input_path).audio
|
| 39 |
+
|
| 40 |
+
if audio_clip:
|
| 41 |
+
video_clip.audio = audio_clip
|
| 42 |
+
|
| 43 |
+
video_clip.write_videofile(
|
| 44 |
+
final_output,
|
| 45 |
+
codec='libx264',
|
| 46 |
+
audio_codec='aac',
|
| 47 |
+
logger=None
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Очистка временных файлов
|
| 51 |
+
for path in [input_path, output_path]:
|
| 52 |
+
if os.path.exists(path):
|
| 53 |
+
os.remove(path)
|
| 54 |
+
|
| 55 |
+
return final_output
|