A program built around Python, OpenCV, and PySide2 for video stabilization using gyroscope data.
The project consists of three core parts: A utility for the generation of lens undistortion preset, a utility for stabilizing footage using gyro data, and a utility for stretching 4:3 video to 16:9 using non-linear horizontal stretching (similar to GoPro's superview).
This is currently a work in progress project, but the goal is to use the gyro data logged by drone flight controllers for stabilizing the onboard HD camera. Furthermore, the gyro data embedded in newer GoPro cameras should also be usable for stabilization purposes.
The launcher containing all the utilities is available by executing gyroflow.py if all the dependencies are met. Otherwise a binary can be found over in releases. The current release is very outdated and will be updated once the program is more polished.
- BlackboxToGPMF by Cleric-K and Attilafustos. Tool for adding GoPro metadata and blackbox data to non-GoPro cameras for use with Reelsteady GO. Initial discussion here.
- blackbox2gpmf by Jaromeyer. Tool for adding blackbox gyro data to Hero 7 files for Reelsteady Go.
- Discord server maintained by Nicecrash for discussion about gyroflow, BlackboxToGPMF, blackbox2gpmf and other related projects.
- FPV Stabilization Tools Facebook group maintained by Attilafustos.
Sample clips:
- Handheld Hero 6 + internal gyro (Clip by Nicecrash)
- FPV Hero 8 + internal gyro (Clip by Kyle Li)
- FPV Session 5 + blackbox data using BlackboxToGPMF (Clip by iLLjoy Presents)
Working:
- Videoplayer based on OpenCV and Pyside2
- Gyro integration using quaternions
- Non-linear stretch utility
- Basic video import/export
- Camera calibration utility with preset import/export
- GoPro metadata import
- Symmetrical quaternion low-pass filter
- Blackbox data import
- Undistort and rotation perspective transform
- Automatic/semi-automatic temporal gyro/video sync. Not super robust but works most of the time.
Work in progress:
- Stabilization UI. Working barebone version without video player added. Feel free to try it out using Hero 6 or Hero 8 files or files modified with BlackboxToGPMF, but this is still work in progress.
- Gyro orientation presets and blackbox orientation handling
Not working (yet) and potential future additions:
- Improved low-pass filter and more stabilization modes (Time-lapse, separate pitch/yaw/roll smoothness control etc.)
- Incorporate acceleration data in orientation estimation for horizon lock (Complementary filter? Kalman is probably overkill but could be fun to learn).
- Camera orientation determination with respect to gyro
- Streamlining/optimizing the image processing pipeline
- Rolling shutter determination/correction (may or may not be required)