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The orbit-solid plate decimated to 6 fps by keeping every 4th frame, so 36 of the original 48 frames are missing. Interpolate back to 24 fps and each synthesised frame has an exact counterpart in the ground truth. Larger gaps need genuine motion understanding rather than blending.
The orbit-solid plate decimated to 8 fps by keeping every 3th frame, so 32 of the original 48 frames are missing. Interpolate back to 24 fps and each synthesised frame has an exact counterpart in the ground truth. Larger gaps need genuine motion understanding rather than blending.
Halved frame rate where each output frame is the AVERAGE of the two it replaces, rather than one of them: what a long shutter angle actually produces. Substantially harder than clean decimation, because the interpolator must undo motion blur as well as invent the missing instants, and no input frame matches any ground-truth frame exactly.
The pan-city plate decimated to 12 fps by keeping every 2th frame, so 24 of the original 48 frames are missing. Interpolate back to 24 fps and each synthesised frame has an exact counterpart in the ground truth. Larger gaps need genuine motion understanding rather than blending.
The pan-city plate decimated to 6 fps by keeping every 4th frame, so 36 of the original 48 frames are missing. Interpolate back to 24 fps and each synthesised frame has an exact counterpart in the ground truth. Larger gaps need genuine motion understanding rather than blending.
The pan-city plate decimated to 8 fps by keeping every 3th frame, so 32 of the original 48 frames are missing. Interpolate back to 24 fps and each synthesised frame has an exact counterpart in the ground truth. Larger gaps need genuine motion understanding rather than blending.
Halved frame rate where each output frame is the AVERAGE of the two it replaces, rather than one of them: what a long shutter angle actually produces. Substantially harder than clean decimation, because the interpolator must undo motion blur as well as invent the missing instants, and no input frame matches any ground-truth frame exactly.
A concise post-interview thank-you letter that references a specific discussion point and restates enthusiasm: the kind of follow-up that helps a candidate stand out.
Intentionally corrupt. A form schema breaking seven rules at once: an unknown version, a field with no name, an unknown type, an empty option list, a default outside its options, bounds the wrong way round and a duplicated id.
Intentionally invalid JSON Schema (json-schema-bad-ref) for negative validator tests.
OpenAPI with a response schema $ref pointing at a missing component. Tests broken-reference detection.
OpenAPI document with paths set to null, intentionally invalid for negative schema tests.
OpenAPI with an unsupported openapi version string: negative case for version validators.
Multi-level bill-of-materials SAMPLE for MRP and assembly planning tests.
Cycle-count variance SAMPLE for inventory audit reconciliation tests.
Draft-07 JSON Schema describing a SAMPLE inventory item object for domain-specific validator tests.
Synthetic purchase order JSON for procurement workflow tests.
Fictional SKU catalog for ERP and POS import tests.
Per-warehouse stock quantities for inventory reconciliation tests.
Warehouse and bin metadata for WMS routing tests.
Draft-07 JSON Schema describing a SAMPLE invoice object for domain-specific validator tests.
A clean invoice template as a Word document with a line-item table and total. Paired with a PDF twin of the same layout.
A usable invoice template as OpenDocument Text: header details and an itemised table with subtotal, tax, and total. Open and edit it in any word processor; also a fixture for ODT parsing and conversion.
The invoice template as a print-ready PDF: the format twin of the DOCX version, for converter testing and direct printing.
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