From 7b3ef938385696ec6de821728c37bae76388152d Mon Sep 17 00:00:00 2001 From: Miguel Xochicale Date: Tue, 20 Feb 2024 22:13:45 +0000 Subject: [PATCH] adds example NV12 encoded video #30 --- rerun/examples/nv12/README.md | 22 ++++++++++ rerun/examples/nv12/main.py | 66 ++++++++++++++++++++++++++++ rerun/examples/nv12/requirements.txt | 3 ++ 3 files changed, 91 insertions(+) create mode 100644 rerun/examples/nv12/README.md create mode 100644 rerun/examples/nv12/main.py create mode 100644 rerun/examples/nv12/requirements.txt diff --git a/rerun/examples/nv12/README.md b/rerun/examples/nv12/README.md new file mode 100644 index 0000000..066b605 --- /dev/null +++ b/rerun/examples/nv12/README.md @@ -0,0 +1,22 @@ +# nv12 +> displays an NV12 encoded video stream from a webcam in rerun. + + +## Download scripts +``` +wget https://raw.githubusercontent.com/rerun-io/rerun/main/examples/python/nv12/requirements.txt +wget https://raw.githubusercontent.com/rerun-io/rerun/main/examples/python/nv12/main.py +``` + + +## Run scripts +mamba activate rrVE +pip install -r requirements.txt +python main.py + + +## Reference +https://github.com/rerun-io/rerun/tree/main/examples/python/nv12 +https://learn.microsoft.com/en-us/windows/win32/medfound/recommended-8-bit-yuv-formats-for-video-rendering + + diff --git a/rerun/examples/nv12/main.py b/rerun/examples/nv12/main.py new file mode 100644 index 0000000..16833e8 --- /dev/null +++ b/rerun/examples/nv12/main.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python3 +""" +Stream NV12 images from a webcam. + +Run: +```sh +pip install -r examples/python/nv12/requirements.txt +python examples/python/nv12/main.py +``` +""" +from __future__ import annotations + +import argparse +import time + +import cv2 +import numpy as np +import numpy.typing as npt +import rerun as rr # pip install rerun-sdk + + +def bgr2nv12(bgr: npt.NDArray[np.uint8]) -> npt.NDArray[np.uint8]: + yuv: npt.NDArray[np.uint8] = cv2.cvtColor(bgr, cv2.COLOR_BGR2YUV_I420) + uv_row_cnt = yuv.shape[0] // 3 + uv_plane = np.transpose(yuv[uv_row_cnt * 2 :].reshape(2, -1), [1, 0]) + yuv[uv_row_cnt * 2 :] = uv_plane.reshape(uv_row_cnt, -1) + return yuv + + +def main() -> None: + parser = argparse.ArgumentParser(description="Example of using the Rerun visualizer to display NV12 images.") + rr.script_add_args(parser) + parser.add_argument( + "-t", + "--timeout", + type=float, + default=5, + help="Timeout in seconds, after which the script will stop streaming frames.", + ) + args = parser.parse_args() + + rr.script_setup(args, "rerun_example_nv12") + + cap = cv2.VideoCapture(0) + if not cap.isOpened(): + raise RuntimeError("This example requires a webcam.") + start_time = time.time() + print(f"Started streaming NV12 images for {args.timeout} seconds.") + while start_time + args.timeout > time.time(): + ret, frame = cap.read() + if not ret: + time.sleep(0.01) + continue + rr.log( + "NV12", + rr.ImageEncoded( + contents=bytes(bgr2nv12(frame)), + format=rr.ImageFormat.NV12((frame.shape[0], frame.shape[1])), + ), + ) + time.sleep(0.01) + rr.script_teardown(args) + + +if __name__ == "__main__": + main() diff --git a/rerun/examples/nv12/requirements.txt b/rerun/examples/nv12/requirements.txt new file mode 100644 index 0000000..4aa030b --- /dev/null +++ b/rerun/examples/nv12/requirements.txt @@ -0,0 +1,3 @@ +rerun-sdk>=0.10 +opencv-python +numpy