Aleksei Pronkin's repositories
anomaly_detection
Anomaly Detection Code
solar_energy
Predicting solar energy based on coordinates and sun location
alexey-pronkin
Config files for my GitHub profile.
DDColor
Official implementation of DDColor with some script improvements
Deep-Exemplar-based-Video-Colorization
The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".
denoiser
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
insightface
State-of-the-art 2D and 3D Face Analysis Project
materials-diffusion-models
Materials for the Hugging Face Diffusion Models Course
missing-semester
Learning technologies in CS
mlops-zoomcamp
Free MLOps course from DataTalks.Club
rust-isp-2019
Rust ISP course slides
stable-diffusion-webui
Stable Diffusion web UI with docker
taxonomy-enrichment
Dialogue Evaluation 2020: Taxonomy Enrichment for the Russian Language
TCVC-Temporally-Consistent-Video-Colorization
Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning
tf-operator
Tools for ML/Tensorflow on Kubernetes.