1adrianb / 1adrianb/human-pose-estimation

Multi-person detection

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Beschreibung

hello authors,

Sorry i want to ask a question related to Multi-person detection.
I want to ask wheter the COCO person dataset is specialized for multi-person?
i have trained a simple model using FCN for face keypoint regression. Can you please tell me how we can get heatmaps of muliple faces in the bottom-up approach. My current model takes input of 96x96x1 image and gives 96x96x15 size heatmaps for 15 keypoints. I trained my model using datset consisting of images with single face. Do i need the datset with multiple faces? and do I need bouding box information or mask information too?

Please give me your advice
thank you

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Rechercherichtung

The issue asks for advice on adapting a single-face model to multi-person detection using a bottom-up approach. Start by reviewing the repository's paper and code for multi-person handling, particularly any references to COCO dataset usage or bottom-up heatmap generation. Check if there are existing scripts for training on multi-person datasets or generating bounding boxes. Understanding the model's input/output format and dataset requirements is key to providing guidance.

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Bewertung

Tech-Stack
lua
Bereich
computer-vision, machine-learning
Issue-Typ
Dokumentation
Schwierigkeit
4/5
Geschätzter Aufwand
3-5 Tage
Aktivitätsstatus
Veraltet
Klarheit
Muss geklärt werden
Anfängerfreundlichkeit
20/100

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