Aqeel Anwar

Senior ML Engineer @NVIDIA | Autonomous Vehicles | ex-Samsung | Georgia Tech

[Aqeel Anwar @_aqeelanwar]

@jftsang You are welcome.
Thank you for pointing that out. I will correct that soon.

[Aqeel Anwar @_aqeelanwar]

Detailed article: https://t.co/8Yg1X2WeRX

[Aqeel Anwar @_aqeelanwar]

What are Intersection over Union (IoU) True Positives, False Positive, False Negative, Precision and Recall in Object Detection and Localization Algorithm?
The cheat sheet below explains these terms visually with the help of examples.

#machinelearning #cheatsheet

[Towards Data Science @TDataScience]

What is Average Precision in Object Detection & Localization Algorithms and how to calculate it? by @_aqeelanwar
https://t.co/3CMA1bxtEq

[Towards Data Science @TDataScience]

What is Machine Learning System Design Interview and How to Prepare for It by @_aqeelanwar
https://t.co/3MfY0OgiF0

[Aqeel Anwar @_aqeelanwar]

Recently I came across a subplot functionality on matplotlib that has ever since made my life much easier.
Instead of using 𝘱𝘭𝘵.𝘴𝘶𝘣𝘱𝘭𝘰𝘵s, if you use 𝘱𝘭𝘵.𝘴𝘶𝘣𝘱𝘭𝘰𝘵_𝘮𝘰𝘴𝘢𝘪𝘤 you can define custom patterns that are very easy to handle.
#Python #Matplotlib

[Aqeel Anwar @_aqeelanwar]

@alec_helbling This is quite impressive @alec_helbling. What tools did you use to create this animation?

[Aqeel Anwar @_aqeelanwar]

How can you compress data or even generate data from random values? That is what Autoencoders and Variational Autoencoders are used for.
Detailed article: https://t.co/2JbjyObMh3
#ArtificialIntelligence

[Towards Data Science @TDataScience]

What are Intrinsic and Extrinsic Camera Parameters in Computer Vision? by @_aqeelanwar
https://t.co/nmIV8Rnp0g

[Aqeel Anwar @_aqeelanwar]

One of the most important topics in Computer Vision is the transformation behind projecting a 3D point from the world coordinate system to the image plane. The article below covers the topic in detail with visualizations.

https://t.co/jRFWe3U39o

[Aqeel Anwar @_aqeelanwar]

Who thought QR code can be this expensive?

#SuperBowl

[Aqeel Anwar @_aqeelanwar]

This sums it up!
#phdlife #phdchat

[Aqeel Anwar @_aqeelanwar]

What sort of resume gets attention from high-profile tech companies? Resume that got me shortlisted for Meta, Microsoft, NVIDIA, Uber, Samsung, Intel, and Others
https://t.co/0ceFvH3iSa
#MachineLearning #Resume #interview #SoftwareEngineer

[Aqeel Anwar @_aqeelanwar]

@TiredPhDmum I am glad this helped you @TiredPhDmum

[Aqeel Anwar @_aqeelanwar]

An in-depth tutorial on Regression Analysis in Machine Learning.
https://t.co/ifNY3cm1pO

#MachineLearning #ArtificialIntelligence #DeepLearning

[Aqeel Anwar @_aqeelanwar]

A couple of useful resume tips to get noticed by the recruiters more
https://t.co/8BH2BM4DRl
#softwareengineer #resume #interviewquestion #machinelearning #artificialintelligence

[Aqeel Anwar @_aqeelanwar]

𝗟𝗶𝘃𝗲 𝗗𝗲𝗺𝗼:
https://t.co/zwPDaKjf3d
𝗚𝗶𝘁𝗛𝘂𝗯 𝗰𝗼𝗱𝗲:
https://t.co/zeh0zcpKHm
𝗣𝗮𝗽𝗲𝗿:
https://t.co/vIX4NjG3T8

[Aqeel Anwar @_aqeelanwar]

𝗥𝗲𝘀𝘁𝗼𝗿𝗶𝗻𝗴 𝗢𝗹𝗱 𝗣𝗶𝗰𝘁𝘂𝗿𝗲𝘀 - 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
Recently I came across an amazing paper (GitHub code) that I used to restore my childhood pictures. I can see a clear resemblance with my little one.

Live demo/details in the comment.

#machinelearning

[Towards Data Science @TDataScience]

Types of Machine Learning Interviews and how to ace them by @_aqeelanwar https://t.co/n00KeRlFxN