{"repo":"asingh33/CNNGestureRecognizer","free":true,"listed":false,"github":"https://github.com/asingh33/CNNGestureRecognizer","clone":"git clone https://github.com/asingh33/CNNGestureRecognizer.git","description":"Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV","language":"Python","stars":1041,"topics":["gesture-recognition","machine-learning","theano","python","tensorflow","keras"],"license":"MIT","category":"machine-learning","readme_excerpt":"Hey there reader, If you find my work useful and you have implemented something based on this project, then please do share about your project on my email. This will motivate me. Thanks ! CNNGestureRecognizer Gesture recognition via CNN neural network implemented in Keras + Theano + OpenCV Key Requirements: Python 3.6.1 OpenCV 3.4.1 Keras 2.0.2 Tensorflow 1.2.1 Theano 0.9.0 (obsolete and not supported any further) Suggestion: Better to download Anaconda as it will take care of most of the other packages and easier to setup a virtual workspace to work with multiple versions of key packages like python, opencv etc. New changes I have uploaded few more changes to this repo - - Project is Python3 compatible now. - Added TensorFlow support, as Theano's development has been stopped. - Added a new background subtraction filter, which is by far the best performing filter for this project - Added lots of performance improving changes. There is now literally no FPS drop when prediction mode is enabled - An in-app graph plotting has been added to observe the probability of the gesture predictions Repo contents - trackgesture.py : The main script launcher. This file contains all the code for UI options and OpenCV code to capture camera contents. This script internally calls interfaces to gestureCNN.py. - gestureCNN.py : This script file holds all the CNN specific code to create CNN model, load the weight file (if model is pretrained), train the model using image samples present in ./imgf","default_branch":null,"files":null,"tree":[],"storefront":"/r/asingh33","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/asingh33/CNNGestureRecognizer/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}