Olga Chernytska

Computer Vision Engineer | Deep Learning Generalist
My Deep Learning Blog:

[Olga Chernytska @nRocketScience]

I am open-sourcing the code for my pet project - Explainable Defect Detection using CNNs. So you can read it, run it or use it for any of your research and commercial tasks.

https://t.co/O9hAe1GsH9

[Olga Chernytska @nRocketScience]

Explainable Defect Detection using CNNs. How to train a model with only “Good” / “Anomaly” class labels, but make it predict regions with the defects.

Check my new post👇
https://t.co/Sh1PKXcEKE

[Olga Chernytska @nRocketScience]

My post on word2vec is on Towards Data Science

[Towards Data Science @TDataScience]

Word2vec with PyTorch: Implementing the Original Paper by @nRocketScience https://t.co/vpgSAhwcga

[Olga Chernytska @nRocketScience]

Learn more about word2vec by implementing the original paper - from scratch in PyTorch. My post would be great for beginners or those who would like to practice reproducing papers.

https://t.co/L02AOUG4no

[Towards Data Science @TDataScience]

"Being able to reproduce the latest scientific papers is an extremely competitive skill for a Data Scientist. Because not many can do that." @nRocketScience shares how to understand Deep Learning papers and implement the described approaches. https://t.co/SLh7cr5E9x

[Olga Chernytska @nRocketScience]

Being able to reproduce the latest scientific papers is an extremely competitive skill for a Data Scientist. And it’s a great way to deepen your knowledge in Machine Learning.

My recent post is on how to learn to reproduce Deep Learning papers: https://t.co/Cs1BIFG3sV

[Olga Chernytska @nRocketScience]

Doing image augmentation for Segmentation or Object Detection tasks is not that easy. If you are tired of writing your own transforms - Albumentations library is for you.

Here is my overview: https://t.co/mQ3N4lr5pg

[Olga Chernytska @nRocketScience]

My new tutorial is on Visualization. Here I am showing how to create an interactive 3D chart using plotly library and share it as a fully interactive HTML file.

Check it here:
https://t.co/OZObtGGcnI

[Olga Chernytska @nRocketScience]

My tutorial on Data Augmentation was just republished by Towards Data Science 🥳🥳

[Towards Data Science @TDataScience]

Complete Guide to Data Augmentation for Computer Vision by @nRocketScience https://t.co/NY683GimTd

[Olga Chernytska @nRocketScience]

Data Augmentation is one of the most important topics in Deep Learning. So here comes a complete guide. If you are not using data augmentation or not sure if you’re using it correctly - my last post is for you.
#DeepLearning #ComputerVision #mltutorial

https://t.co/Jzmp1UMHbI

[Olga Chernytska @nRocketScience]

Sharing Github repo that I’ve created for the Hand Pose Estimation tutorial (yeah, in PyTorch). Feel free to use it as a starting point for your own research or a commercial project.
#poseestimation #handpose #deeplearning #pytorchtutorial #mltutorial
https://t.co/Z668rPxPdk

[Olga Chernytska @nRocketScience]

Learn how to train a hand pose estimator in PyTorch. I tried to make it introductory, so if you want to learn this popular deep learning framework - isn’t it a perfect time now? :)
#poseestimation #handpose #deeplearning #pytorchtutorial #mltutorial
https://t.co/iYKDiK8tE8

[Olga Chernytska @nRocketScience]

My tutorial on Hand Pose Estimation was just republished to “Towards Data Science”. It’s half of a million readers worldwide 🎉 🎉 🎉

[Towards Data Science @TDataScience]

Gentle introduction to 2D Hand Pose Estimation: Approach Explained by @nRocketScience
https://t.co/19syyM08Rw

[Olga Chernytska @nRocketScience]

Recently I’ve finished with the tutorial on “2D Hand Pose Estimation”. If previously this task seemed complicated to you, it is time to change it.

https://t.co/5AJR3GjwDf