Analog Archive Blog
AI Upscaling for VHS: Realistic Expectations and Smart Use
How AI upscaling can improve viewing comfort while still respecting the limits of source VHS material.
What AI can improve
AI models can reduce perceived softness, improve edge contrast, and create a more stable large-screen viewing experience. For family content viewed on modern TVs, this can be a meaningful comfort upgrade.
The best results come from stable, clean native captures. Upscaling weak source files usually amplifies artifacts instead of solving them.
What AI cannot recover
Upscaling cannot recover true detail that was never recorded on tape. It generates plausible visual interpretation from available patterns, not original camera data.
For that reason, native master preservation remains the primary objective, with upscale outputs treated as optional secondary deliverables.