Hand Detection VinAI Project

Dataset-Hand-Label and Training Centernet

Getting Started

Project Hand Detection in VinAI. Follow the instruction and training by your custom data

Installation

Follow step by step

• 1.Cuda10.1
• 2.Anaconda
• 3.CenterNet

Running Demo

OBJECT DETECTION

1. Download model pretrain

• 1.ctdet_coco_dla_2x

2. Run this command test

cd /src 
python demo.py ctdet --demo webcam --load_model ../models/ctdet_coco_dla_2x.pth

List To Do

Dataset CoCo

• Format data CMU Hand Dataset(Bbox)
• Change size of Bbox Training
• Format data CMU Hand Dataset (Skeleton)
• Change size of Bbox + Skeleton

Dataset Passcal

• Format data CMU Hand Dataset(Bbox)
• Change size of Bbox Training
• Format data CMU Hand Dataset (Skeleton)
• Change size of Bbox + Skeleton

Traing and Evaluate

• Bbox
• Skeleton