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Short note on how to remove the error messages like `Module 'cv2' has no '...' member` on VS Code.

I'm continuing to take notes about my mistakes/difficulties using TensorFlow. I had Keras ImageDataGenerator that I wanted to wrap as a tf.data.Dataset. I couldn't adapt the documentation to my use case. Here is a concrete example for image classification.

I had some trouble using TensorFlow 2.0 with my GPU without using Docker. Sometimes my cuda version is not compatible with the TensorFlow build, other times it's about cudnn ... Using Anaconda makes your life easier!

A common limitation or pain point in a project involving machine learning is the amount of annotated data needed to train our models. In this paper, the authors are exploring what they call Contrastive Predictive Coding. This method allows their models to learn representations (features) in an unsupervised manner. In the end, the goal is to provide a training process that would require much less annotated data.

In this article, we are going to set up an NVIDIA Jetson Nano.