Image Based Object Recognition for Smart India Hackathon 2017
Activate the Vitual Environment keras_tf
TO ACTIVATE: source keras_tf\bin\activate (Linux)
Import the deep learning models from https://github.com/fchollet/deep-learning-models
Add test_imagenet.py into the deep learning model directory and test it with any image of your choice.
Some of the images for which it worked flawlessly has been added.
Contour Detection using OpenCV. Using both rectangular and circular contours used for precision.
Links:
http://www.pyimagesearch.com/2016/08/10/imagenet-classification-with-python-and-keras/ http://www.pyimagesearch.com/2016/11/14/installing-keras-with-tensorflow-backend/ http://www.pyimagesearch.com/2016/07/18/installing-keras-for-deep-learning/