Media
- Why My Dock HDMI Went Black
—
Bandwidth
,
Media
,
Protocols
and +1 more
The dock's HDMI output went black on one Mac. Testing pointed to an interaction between macOS 26, the monitor's HDMI Deep Color setting, and the dock's HDMI converter; direct DisplayPort provided a workaround.
- Photohaul
—
Deduplication
,
Extensibility
,
Media
and +2 more
A robust Java-based photo organization and migration engine featuring content-hash deduplication, a metadata-driven folder structure DSL with fallback chains, XMP sidecar discovery, parallel transfer pipelines, and multi-backend cloud targets.
- Video Analysis
—
Extensibility
,
Machine-Learning
,
Media
A comparative study of Apple-native frameworks (Vision, AVFoundation) against cross-platform C++/Python (OpenCV, pybind11) for video feature extraction.
- Media Analysis
—
Machine-Learning
,
Media
Best practices for resilient media feature extraction pipelines; ensuring stable representation schemas, choosing between streaming and batch modes, enforcing metadata preservation, and performance engineering.