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Vladimir's Projects

02_cs231n-mammogram icon 02_cs231n-mammogram

Classify mammograms as benign/malignant, using the CBIS-DDSM dataset. Class project for CS231n at Stanford

05_mtp_ii_work icon 05_mtp_ii_work

Detection and localization of lesion in CBIS-DDSM with deep learning using Siamese networks.

08_major-research-project icon 08_major-research-project

Developing a Confidence Measure Based Evaluation Metric for Breast Cancer Screening Using Bayesian Neural Networks

10_mini-cv-project icon 10_mini-cv-project

Breast density classifier project using CBIS-DDSM (https://wiki.cancerimagingarchive.net/display/Public/CBIS-DDSM)

audiomentations icon audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

corus icon corus

Links to Russian corpora + Python functions for loading and parsing

cupit2020 icon cupit2020

Репозиторий c решениями для конкурса Cup IT 2020

deepiler icon deepiler

A neural-based decompiler using Deep Learning with Transformer model.

dla icon dla

Deep learning for audio processing

espnet icon espnet

End-to-End Speech Processing Toolkit

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