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Hi there šŸ‘‹ I'm Andrei

Here are some ideas to get you started:

  • šŸ”­ Iā€™m currently working on as ML Engineer
  • šŸŒ± Iā€™m currently learning Adversarial ML, GANs, MLOps
  • šŸ‘Æ Iā€™m looking to collaborate on Adversarial ML
  • šŸ’¬ Ask me how to break your ML model to classify images correctly
  • šŸ“« How to reach me: LinkedIn is fine
  • āš” Fun fact: I wrote my first program at 12 on USSR programming calculator MK-61. It was a number guesser.

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Andrei Lapanik's Projects

avtagtextview icon avtagtextview

A category that adds an instragram-like hashtag choosing/listing capability to the UITextView

bill-generator icon bill-generator

The developed application allows generating an imitation of a store check with list of products. The input data is a set of parameters as product id and its quantity, plus discount card number. Result of working application is printed bill to console or to a file.

cortex icon cortex

Deploy machine learning models to production

deepjazz icon deepjazz

Deep learning driven jazz generation using Keras & Theano!

fast-fight icon fast-fight

Test of "motion blobs" approach to predict fighting actions in video stream

foolbox icon foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, ā€¦

gas icon gas

Generative Art Synthesizer - a python program that generates python programs that generates generative art

go-hcaptcha icon go-hcaptcha

A Go library for solving hCaptchas with YOLOv3 and options for other image recognition systems within twenty seconds.

image-super-resolution icon image-super-resolution

šŸ”Ž Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

keras-vgg16-places365 icon keras-vgg16-places365

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

lama icon lama

šŸ¦™ LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

langchain icon langchain

šŸ¦œšŸ”— Build context-aware reasoning applications

mobrisk icon mobrisk

Checking motion descriptor approach to classify video actions

musicnn icon musicnn

Pronounced as "musician", musicnn is a set of pre-trained deep convolutional neural networks for music audio tagging.

places365 icon places365

The Places365-CNNs for Scene Classification

pytorch-cam icon pytorch-cam

create Class Activation Maps (CAMs) for pretrained PyTorch models

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