Image Classifcation Exercises With Keras
Using various neural networks and datasets for image classifications
Description
Using section 5.1 in Deep Learning with Python as a guide, I create a ConvNet model that classifies images in the MNIST digit dataset. Next, using section 5.2 in Deep Learning with Python as a guide, I create a ConvNet model that classifies images CIFAR10 small images classification dataset. I do this twice; once without data augmentation or dropout, and again with. Finally, I use the ResNet50 model to classify various images.
Contents
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images folder - Images I classified using the ResNet50 model
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Image Classification Exercises with Keras.ipynb - notebook of work
Tools
- Python
- Keras
- TensorFlow
Authors
Samuel Sears @ssears219