Image Classification with fastai’s MidLevel API
image-classification
fastai
machine-learning
In this blog post, we will explore a toy classification example using the Fashion MNIST dataset. We will discuss the limitations of the fastai DataBlock API and how learning about the Mid-level API can help overcome these limitations using Transforms, Pipeline, and Datasets. We will also cover the debugging steps involved in creating the Dataloaders for training image classifier & deploy the app using Gradio & HuggingFace spaces.
Poetry First Impressions
python
reproducibility
Getting started with poetry for dependency management & packaging.
Intent detection
intent-detection
text-classification
information-retrieval
query-understanding
machine-learning
Blog post about end to end text classification application for detecting intent in Red Hat Customer Portal search queries using machine learning and integrating the intent detection as part of user journey.
Paper Summary - Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset
information-retrieval
deep-learning
papers
Paper Summary of covidex.ai
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