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Alexander's Projects

comfyui icon comfyui

My workflows for comfyui sdxl models

cvr_course icon cvr_course

Repository for Computer Vision in Robotics course. https://www.starkitrobots.com/cvr

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

graph-recsys-films icon graph-recsys-films

My course work «Implementing a recommender system using graph machine learning algorithms», where I tested how graph recsys works with films rating and recommend top n (5) rated films

kandinsky-2 icon kandinsky-2

Kandinsky 2.1 наследует лучшие практики Dall-E 2 и Latent diffucion, но привносит некоторые новые идеи. В качестве кодировщика текста и изображения он использует модель CLIP и предшествующее диффузионное изображение (отображение) между скрытыми пространствами модальностей CLIP.

marketingmixmodeling icon marketingmixmodeling

HSE project with media data consumption through different media channels by our client and its competitors and market data for some product of some brand. The goal is to: 1. predict actual and fitted values of the model 2. Find optimal budget and saturation point and upbuild optimal ROAS curve.

multicarta_nlp_test_task icon multicarta_nlp_test_task

Multicarta test task with multi-label classification using TF-IDF with NB algorithm and ruBERT with Logistic Regression algorithm

pose-classification-kit icon pose-classification-kit

🤙 Hand and body gesture classifier tool - Creation of datasets, real-time visualization, and processing pipeline deployment!

rasa_chat icon rasa_chat

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

stylegan3 icon stylegan3

Official PyTorch implementation of StyleGAN3

stylegans_sokolovav icon stylegans_sokolovav

Master's HSE project «Using StyleGANs in Recomendation models in e-commerce» by Sokolov Alexander Vladislavovich

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