Layout Test

Slider with Text (adaptive)

Side by side on wide screens, stacked on narrow screens.

Before
After
Before After

Image Enhancement

Our processing pipeline improves image clarity and contrast in real time. The before/after comparison demonstrates the effect of our adaptive histogram equalization combined with edge-preserving noise reduction.

Key improvements:

  • 40% improvement in signal-to-noise ratio
  • Edge preservation with minimal artifacts
  • Real-time processing at 60 FPS on embedded hardware

Mixed Components Grid (adaptive)

Components flow into rows based on available width.

Raw
Enhanced
Raw Enhanced
Detection scene Object A 95% Object B 87%
Objects 2
Inference 12ms
Day
Night
Day Night
Detection scene Object A 95%
Objects 1
Inference 8ms