Hand Gesture Recognition

Run on test images

1. Put your test images in data.
2. Run

   python src/main.py ../data ../results

3. See the results in results

It is better to rename images as 1, 2, 3 and so on.

Requirements

pip install -r requirements.txt

Directory Structure

Hand-Gesture-Recognition/
├───models
├───features
├───dataset
├───results
│   ├───results.txt
│   ├───time.txt
├───src
│   ├───main.py
│   ├───feature_extraction
│   ├───model_training
│   ├───pre-process
│   └───utils
│      └───common_functions.py
│      └───constants.py
├───.gitignore
├───project_requirements.pdf
├───project_report.pdf
├───README.md
├───requirements.txt

Dataset

This drive directory contains:

• Dataset_0-5.zip: containes Men and Women directories in which you find a directory of images for each number from 0 to 5.
• dataset_sample.zip: sample images from the original dataset.

Download and move Dataset_0-5.zip after unzipping it into a directory dataset. If it does not exist, create it.

Members

• Ahmed Yasser
• Arwa Ibrahim
• Hazem Tarek
• Saifeleslam Abdelrahman