Pinned Repositories
ATLAS-qualification-task
The qualification task is related to the Cesium calibration for ATLAS Tile Calorimeter.
Basics-of-C-Development-White-Belt
The repository contains my solutions for the tasks proposed by "Basics of C ++ Development: White Belt" course on Coursera.
data-engineering-zoomcamp
Code for Data Engineer Zoomcamp course
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
fer-pytorch
Facial expression recognition package built on Pytorch and FER+ dataset from Microsoft.
fer-webapp
Web application to demostrate the work of the fer-pytorch package, built on FER+ dataset: https://github.com/Emilien-mipt/fer-pytorch
HackerEarth-Cartoon_emotion_detection
This repository is devoted to the competition held at "HackerEarth" platform. The task is to detect the emotions of the main characters from Tom&Jerry cartoon.
Kaggle-Cassava_Leaf_Disease
The repository contains the solution to the identification problem held at Kaggle. The task is to classify the type of disease present on a Cassava Leaf. The link to the competition: https://www.kaggle.com/c/cassava-leaf-disease-classification/overview
titanic-package
This repository contains a package with the model built on the well-known "Titanic" dataset.
titanic-webapp
Web application to demostrate the work of the corresponding package, built on Titanic dataset: https://github.com/Emilien-mipt/titanic-package
Emilien-mipt's Repositories
Emilien-mipt/fer-pytorch
Facial expression recognition package built on Pytorch and FER+ dataset from Microsoft.
Emilien-mipt/titanic-package
This repository contains a package with the model built on the well-known "Titanic" dataset.
Emilien-mipt/titanic-webapp
Web application to demostrate the work of the corresponding package, built on Titanic dataset: https://github.com/Emilien-mipt/titanic-package
Emilien-mipt/data-engineering-zoomcamp
Code for Data Engineer Zoomcamp course
Emilien-mipt/fer-webapp
Web application to demostrate the work of the fer-pytorch package, built on FER+ dataset: https://github.com/Emilien-mipt/fer-pytorch
Emilien-mipt/deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Emilien-mipt/ATLAS-qualification-task
The qualification task is related to the Cesium calibration for ATLAS Tile Calorimeter.
Emilien-mipt/HackerEarth-Cartoon_emotion_detection
This repository is devoted to the competition held at "HackerEarth" platform. The task is to detect the emotions of the main characters from Tom&Jerry cartoon.
Emilien-mipt/Kaggle-Cassava_Leaf_Disease
The repository contains the solution to the identification problem held at Kaggle. The task is to classify the type of disease present on a Cassava Leaf. The link to the competition: https://www.kaggle.com/c/cassava-leaf-disease-classification/overview
Emilien-mipt/Aff-Wild2-Pytorch
Pytorch implementation of the paper: "Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition"
Emilien-mipt/albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Emilien-mipt/APDrawingGAN
Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)
Emilien-mipt/Cats_N_Dogs-Face_Detector
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
Emilien-mipt/Courses
Notes and practical tasks for DS/ML/AI courses
Emilien-mipt/deep-rl-class
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
Emilien-mipt/DMIA_Industry
The repository contains my solutions for the homework given on "Data mining in action: Industry" courses. The courses are aimed to give the basic skills on how to apply the machine learning methods in industry and business.
Emilien-mipt/Elena_welcome_system
The system, that greets Sberbank Laboratory staff via visual avatar Elena.
Emilien-mipt/emotic
PyTorch implementation of Emotic CNN methodology to recognize emotions in images using context information.
Emilien-mipt/face_recognition
The world's simplest facial recognition api for Python and the command line
Emilien-mipt/Interview-preparation
This repository contains the solutions to the algorithms and data structures problems that are usually asked on technical interviews.
Emilien-mipt/Kaggle-Classify_forest_types
This repository contains my solution to the private competition from Kaggle - "Classify forest types based on information about the area".
Emilien-mipt/Kaggle-HuBMAP-Kidney
The repository contains the solution to the segmentation problem held at Kaggle. The task was to identify glomeruli in human kidney tissue images. The link to the competition: https://www.kaggle.com/c/hubmap-kidney-segmentation
Emilien-mipt/Kaggle-Samsung_AI_stepik
Cleaned vs Dirty V2 - Classify if a plate is cleaned or dirty?
Emilien-mipt/MCS2022-Car_verification
My solution to the Machines Can See 2022 competition from Vision Labs: https://ods.ai/competitions/mcs_car_verification
Emilien-mipt/MCS2022.Baseline
Emilien-mipt/neural-ilt
Neural-ILT, An End-to-end Learning-based Mask Optimizer
Emilien-mipt/pytorch-AdaIN
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
Emilien-mipt/SanDiego_Specialization
The repository contains my solutions for the tasks proposed by "Algorithms and data structures" specialisation on Coursera organised by University of California San Diego & National Research University Higher School of Economics.
Emilien-mipt/stepik-dl-nlp
Материалы мини-курса на Stepik "Нейронные сети и обработка текста"
Emilien-mipt/Yandex_MIPT_MLspecialization
The repository contains my solutions for the tasks proposed by "Machine learning and data analysis" specialization on Coursera organised by Yandex and Moscow Institute of Physics and Technology.