1adrianb / 1adrianb/human-pose-estimation
Multi-person detection
- 主要言語
- Lua
- スター
- 109
- フォーク
- 41
- PR マージ指標
- 30日以内にマージされた PR はありません
説明
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
コントリビューションガイド
このリポジトリのコントリビューションガイドは索引されていません
調査の方向性
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.
索引モデルが issue の本文から書いたものです。
評価
- 技術スタック
- lua
- 領域
- computer-vision, machine-learning
- issue の種類
- ドキュメント
- 難易度
- 4/5
- 見積もり時間
- 3〜5日
- 活発さ
- 停滞
- 明瞭さ
- 説明が足りない
- 初心者へのやさしさ
- 20/100