Manyform catalog
Explore industrial evidence.
Purpose-built collections with provenance, rights, review decisions and operational context attached.
4 collections
Mixedmanyform / industrial-visual-conditions
v0.1.0Industrial Visual Conditions
A demonstration collection for conveyor, guarded-cell and warehouse visual conditions with source-to-derivative lineage.
ClassificationObject detectionVLM evaluation
12,480assets38%synthetic8.4 GBpackagedUpdated 28 Jul 2026
Mixedmanyform / conveyor-package-states
v0.3.2Conveyor Package States
Packaging-line conditions covering clear flow, deformation, skew, blockage and downstream accumulation.
ClassificationObject detection
8,240assets46%synthetic5.1 GBpackagedUpdated 24 Jul 2026
Simulatedmanyform / guarded-cell-boundaries
v0.2.0Guarded Cell Boundaries
Simulated robot-cell visual states for non-identity intrusion, gate and exclusion-zone evaluation.
VLM evaluationEvent classification
3,960assets100%synthetic2.7 GBpackagedUpdated 20 Jul 2026
Simulatedmanyform / loading-zone-observations
v0.1.4Loading Zone Observations
Anonymous loading-zone observations across occupancy, access, lighting and obstruction slices.
Event classificationVLM evaluation
2,180assets100%synthetic1.9 GBpackagedUpdated 18 Jul 2026