AI/ML Convolution Neural Networks (CNNs) For Image Classification
AI/Machine-Learning Convolution Neural Networks (CNNs) are at the heart of many major image classification systems. I found a great blog on FreeCodeCamp (links are below).
- She has complete installation instructions, and a block by block explanation of the python code required to built the model using PyTorch.
- I landed up using Google Collab that gives you a free GPU. How cool!
- She provides a brief explanation of the pre-trained models like ResNet and DenseNet that can be used for “Transfer Learning”.
- She has also shared some github links with the code.
- I was able to build a model and test it.