Name: Iaroslav Melekhov
Type: User
Company: Aalto University
Bio: Postdoc at Aalto University. Machine Learning and 3D geometry. Previously at Niantic Labs and Wayve.
Twitter: iMelekhov
Location: Helsinki, Finland
Blog: https://imelekhov.com
Iaroslav Melekhov's Projects
:alarm_clock: AI conference deadline countdowns
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution
Official implementation of the paper GLU-Net (CVPR2020-Oral)
Visual localization made easy with hloc
A CNN-based local image descriptor
C++ matrix library with compile-time dimension check
The homework of network experiment course, including four pieces of codes, i.e., IPv4, IPv6, BGP and TCP.
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences [CVPR2021]
[NeurIPS 2022] A official PyTorch implementation of PTv2, also a codebase for point cloud recognition research.
Superpoint Implemented in PyTorch: https://arxiv.org/abs/1712.07629
Streaming over lightweight data transformations
Programming assignments of Chapter 4 ("Multivariate probability and statistics") of "Natural Image Statistics" book by A. Hyvarinen
calculation GPS/GLONASS ephemeris; using coordinate and distance Kalman filters
Use Caffe in Torch7
Torch on steroids