Detectron2 - Object Detection with PyTorch
Update Feb/2020: Facebook Research released pre-built Detectron2 versions, making local installation a lot easier. …
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Articles on machine learning, robotics, computer vision, and edge deployment.
Turn your data science scripts into websites with Streamlit
Showcasing the findings of your data science/machine learning experiment can be difficult. While in the past, a …
Introduction to Machine Learning in C# with ML.NET
When thinking of data science and machine learning, two programming languages, Python and R, immediately come to mind. …
Local Model Interpretation: An Introduction
This article is a continuation of my series of articles on Model Interpretability and Explainable Artificial …
Hands-on Global Model Interpretation
This article is a continuation of my series of articles on Model Interpretability and Explainable Artificial …
Google Coral USB Accelerator Introduction
Last year at the Google Next conference, Google announced that they are building two new hardware products around their …
Introduction to Machine Learning Model Interpretation
Regardless of what problem you are solving, an interpretable model will always be preferred because both the end-user …
Creating your own object detector with the Tensorflow Object Detection API
Update 27.07.2020: The Tensorflow Object Detection API now officially supports Tensorflow 2. You can find a Tensorflow 2 …
Introduction to Data Visualization in Python
Data visualization is the discipline of trying to understand data by placing it in a visual context so that patterns, …
Introduction to Deep Learning with Keras
Keras is a high-level neural networks API running on top of Tensorflow. It enables fast experimentation through a …
Scraping Reddit data
As its name suggests, PRAW is a Python wrapper for the Reddit API, which enables you to scrape data from subreddits, …
Building a book Recommendation System using Keras
A recommendation system seeks to predict the rating or preference a user would give to an item given his old item …