MULTI-TASK FACE DETECTOR AND LANDMARK DETECTOR

MULTI-TASK FACE DETECTOR AND LANDMARK DETECTOR

Methods and systems are provided for facial detection techniques for image processing neural networks. In one example, a method may include collecting multi-channel outputs of a set of context modules, providing them to both a face detection head and a landmark localization head of the neural networ...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: VLASOV, Roman, VERBEKE, Joseph, YASHUNIN, Dmitry, BAYDASOV, Tamir Igorevich
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Beschreibung
Zusammenfassung:Methods and systems are provided for facial detection techniques for image processing neural networks. In one example, a method may include collecting multi-channel outputs of a set of context modules, providing them to both a face detection head and a landmark localization head of the neural network. The face detection head may then generate bounding boxes which are also provided to the landmark localization head. Based on the output of the context modules and the bounding boxes, the landmark localization head may provide an output including a set of landmark indicators.