Pose Data Collector

Student pose data collecting tool

Dataset

Link

Student pose dataset

Dataset properties

• 2 data streams: RGB image stream, Landmark Data
• 6 student poses (Classes): Neutral, Yawning, In a call, Hands on cheek, Hands on head, Use phone
• 3 subjects in 4 different environments

Landmark Data

The landmark data are extracted using Google Mediapipe Holistic framework and collected into seperate csv files. Properties:

• Class label
• Image name
• 218 features : x,y,z coordinates and visibility property of 65 landmarks from left hand, right hand and pose models

Using the tool

Running the tool

git clone https://github.com/AnuttharadeSilva/Pose-Data-Collector.git
cd Pose-Data-Collector
py -3 -m venv venv
venv\Scripts\activate
pip install -r requirements.txt
mkdir datasets
flask run

Navigate to http://localhost:5000/

Collecting data

• Select a class from the drop down and press start
• Wait 30 seconds until capturing data from the webcam stream (Press 'q' to stop video capture if needed)
• Repeat above steps for all classes