Resources to get started on Neural networks, deep learning, CNN

• neuralnetworksanddeeplearning.com
• towardsdatascience.com / An introduction to convolutional neural networks
• towardsdatascience.com / A beginners guide to convolutional neural networks (CNNs)
• www.tensorflow.org

Some interesting reads

• VggNet for embedded systems
• Google's mobilenet on embedded systems
• Google deeplab for semantic segmentation
• Image segmentation techniques

Dev Kit

• Jacinto - Deep Learning/CNN Training Examples & Quantization