5 posts filed under AI & vision. Subscribe to this category or read every post.
Turn a creator brief into a repeatable AI workflow test with provider-neutral plans, bound media inputs, expected outputs, and an explicit evaluation rubric.
Novus Examples · Workflow · Intermediate · v2026.08
Read the post →Build repeatable metadata-stripping and neural-network inference tests from paired controls, validated ONNX graphs, exact inputs, and published expected results.
Novus Examples · Guide · Advanced · v2026.08
Read the post →Measure a depth model against a known depth map — with scale-invariant metrics, edge-aware checks, and reproducible fixtures.
Novus Examples · Guide · Advanced · v2026.08
Read the post →Score a segmentation model with IoU, boundary F1, and instance matching against masks that come from the exact image you segment.
Novus Examples · Guide · Advanced · v2026.08
Read the post →How to test ControlNet-style conditioning — Canny, depth, normal, scribble, segmentation, and pose — against a colour image the maps were derived from.
Novus Examples · Guide · Advanced · v2026.08
Read the post →We use Google Analytics and show ads via Adsterra. Non-essential cookies and ad scripts run only after you allow the matching categories. See our cookie policy.
