Doing cool things with data

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Lane Line predictions from the model

Introduction

Autonomous driving needs a computer vision perception module to understand and navigate the environment. The role of this perception module among other things is to :

  • Detect Lane Lines
  • Detect other objects — vehicles, humans, animals in the environment
  • Track detected objects
  • Predict their likely motion

A good perception system should be able to do this in real-time and in a variety of driving conditions — day/night, summer/winter, rain/snow…


Doing cool things with data

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Royalty-free from Unsplash — https://unsplash.com/photos/ls8Kc0P9hAA

Introduction

As president, I kept my promise. Nobody else did. We set records. We set records. Thank you very much. Great job. We set records. And by the way, there's two really greats, right? There's Sonny Perdue and there's Barack Hussein Obama. The two greats. Really great. One has become the most powerful president in the history of our country. …


Doing cool things with data

Introduction

Detecting Fake News is not an easy task for a machine learning model. Many of these stories are very well written. …


Doing cool things with data!

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Trivia Night. Royalty free from Unsplash. Source

Introduction


Doing cool things with data!

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Royalty Free image borrowed from pexels.com

Introduction

In this blog, I show how you can tune this model on any data set you have. In particular, I demo how this can be done on Summarization data sets. I have personally tested this on CNN-Daily Mail and the WikiHow data sets. …


Doing cool things with data!

Introduction

All the controversy aside, YOLOv5 looked like a promising model. So I have compared it to one of the best two stage detectors — Faster RCNN. To do this comparison, I have taken 3 videos from with different contexts and run the 2 models side by side. My assessment includes observations on the quality of results and inference speed. …


Doing cool things with data!

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Source: Clint Adair on Unsplash

Introduction

A Knowledge Graph is a type of graph which enables us to model knowledge of a particular domain by organizing it in an ontology through data interlinking. Machine learning can then be applied on a knowledge graph to get insights. …


Doing cool things with data!

Introduction


Doing cool things with data!

Introduction

A big part of analytics is presenting data in meaningful forms to the relevant decision makers so that they can easily comprehend the story. Traditionally organizations use software like Tableau to present cool interactive dashboards. In this blog, we show that open source libraries like Plotly Express can be used to do the same with just a few lines of code. We also coded all this in Bokeh but found the code was quite complex. …


Doing cool things with data!

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Free Stock Photo

Introduction

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