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Hand signals recognition using Convolutional Neural Network implemented in TensorFlow

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HSR

This repository contains code that I use to build a machine learning model for hand signals recognition system.

Eval example

The training data is not included. You can create your own training data using webcam via Chrome. I use the following HTML & JS script to collect the training data.

Running

python train.py training-data/

It expect all images inside training-data directory are named using this format: label_id-* where label_id is natural number and 0 < label_id.

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Hand signals recognition using Convolutional Neural Network implemented in TensorFlow

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