12 Ways to evaluate the integrity of your data insights - Are You Being Misled? In the quest for data-driven decision-making, insights offer a potent fuel for action, but they can also be a mirage that distorts reality. Not all data whispers the truth—some murmur convenient falsehoods. It'
First tutorial using fastpages Jupyter notebook blog - Deploy a fast ai model to HuggingFaces Hugging Face Demo Here is a demo of what this model at Hugging Face : Urban Sound 8K Classification Background Urban Sounds is a dataset of 8732 labeled sounds of less than 4 seconds each from
A cross-validated approach to verify the impact of a feature on a model In this notebook, I walk you through three different transformation types for audio (wav) files for a ten-class classification problem. In this example, I am using a vision-based algorithm; hence it is easy to visualize the importance
Steps to get the hugging face gradio application to work * toc: true * badges: true * comments: true * categories: [sound, hugging face, fastai] * image: images/Hugging-Face.png Know before getting started This notebook code is the same used to create my app.py file you can find in UrbanSounds8k spaces repo. Creating