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Signed-off-by: David Rotermund <54365609+davrot@users.noreply.github.com>
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# OpenCV2: Play, write, read a video
{:.no_toc}
<nav markdown="1" class="toc-class">
* TOC
{:toc}
</nav>
## The goal
How to playback a video? Howto save it into a mp4 file? Howto load from a mp4 file?
Questions to [David Rotermund](mailto:davrot@uni-bremen.de)
## Write the video into a mp4 file
```python
import numpy as np
import cv2 # type: ignore
import tqdm # type: ignore
def write_video(frames: np.ndarray, filename: str = "test", fps: float = 20.0) -> None:
assert len(filename) > 0, "write_video: Filename is empty."
assert frames.size > 0, "write_video: The frame is empty."
assert frames.ndim == 4, "write_video: The frame has wrong dimensions."
x: int = frames.shape[1]
y: int = frames.shape[0]
n: int = frames.shape[3]
fullname: str = filename + ".mp4"
fourcc = cv2.VideoWriter_fourcc("m", "p", "4", "v")
out = cv2.VideoWriter(fullname, fourcc, fps, (x, y))
assert (
out.isOpened() is True
), "write_video: Unknown error occurred during writing, closing file!"
print(f"Writing frames into {fullname} at {fps:.1f} FPS.")
for i in tqdm.trange(n):
out.write(frames[..., i])
out.release()
# Create test data
axis_x = np.arange(-50, 51)[:, np.newaxis, np.newaxis] / 50
axis_y = np.arange(-50, 51)[np.newaxis, :, np.newaxis] / 50
axis_z = np.arange(-50, 51)[np.newaxis, np.newaxis, :] / 50
test_data = np.sqrt(axis_x**2 + axis_y**2 + axis_z**2) < 0.75
# Adding an additional axis for the color channel
test_data = test_data[:, :, :, np.newaxis]
test_data = np.tile(test_data, (1, 1, 1, 3))
test_data = test_data.astype(dtype=np.float32)
# Put the time axis as last axis
test_data = np.moveaxis(test_data, 0, -1)
# Conversion to uint8
test_data -= test_data.min()
test_data /= test_data.max()
test_data *= 255
test_data = test_data.astype(dtype=np.uint8)
print(test_data.shape) # -> (101, 101, 3, 101)
write_video(frames=test_data, filename="test", fps=20.0)
```