Decoderseitige Feinabstimmung Neuronaler Netze zur Videocodierung für Maschinen
Anmelder: Nokia Technologies Oy 🇫🇮
Details
- Veröffentlichungs-Nr.
- EP4181511
- Aktenzeichen
- EP22205523
- Anmeldetag
- 4. November 2022
- Veröffentlichung
- 26. Juli 2023
- Rechtsraum
- EP
- IPC
- H04N19/117G06N3/08H04N19/192H04N19/44H04N19/59H04N19/85
Abstract
Various embodiments provide an apparatus, a method, and a computer program product. An example apparatus includes at least one processor; and at least one non-transitory memory comprising computer program code; wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to iteratively perform following until a stopping criterion is met: provide a finetuning driving content (FDC) or a content derived from FDC to a decoder side neural network (DSNN); compute an output of the DSNN as a processed FDC; compute a loss based on the processed FDC and an approximated ground truth data (AGT) associated with the FDC; compute an update to the DSNN; and apply the computed update to the DSNN.
Anmelder
- Firma
- Nokia Technologies Oy
- Land
- 🇫🇮 Finnland
Finnisches Unternehmen der Nokia-Gruppe, das sich auf Patentlizenzierung sowie Forschung und Entwicklung im Bereich Mobilfunk-, Multimedia- und Netzwerktechnologien konzentriert.
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