1adrianb / 1adrianb/human-pose-estimation
Multi-person detection
- Dominant language
- Lua
- Stars
- 109
- Forks
- 41
- PR merge metrics
- No merged PRs in 30d
Description
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
Contributor guide
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Research direction
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.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- lua
- Domain
- computer-vision, machine-learning
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100