v-iashin/v-iashin.github.io

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v-iashin/v-iashin.github.io

v-iashin

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video_features

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.

SpecVQGAN

Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)

Jupyter Notebook

BMT

Source code for "Bi-modal Transformer for Dense Video Captioning" (BMVC 2020)

Jupyter Notebook

MDVC

PyTorch implementation of Multi-modal Dense Video Captioning (CVPR 2020 Workshops)

CS231n

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Jupyter Notebook

SparseSync

Source code for "Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors." (Spotlight at the BMVC 2022)

WebsiteYOLO

The back-end for the YOLOv3 object detector running as a webapp

Synchformer

Efficient synchronization from sparse cues

VoxCeleb

An attempt to replicate the results of [1706.08612] VoxCeleb: a large-scale speaker identification dataset

Jupyter Notebook

CORSMAL

🏆 🏆 Top-1 Submission to CORSMAL Challenge 2020 (at ICPR). The winning solution for the CORSMAL Challenge (on Intelligent Sensing Summer School 2020)

Jupyter Notebook

JumpMethod

Selecting a Proper Number of Clusters Using Jumps Method

Jupyter Notebook

FoursquareAPI

A simple example of using Foursquare API to get the data about a venue (Tips, UserId, and other info) and the data about a user (homecity, gender, number of friends, lists, checkins, photos, and tips) on Python

Jupyter Notebook

CrossEntropyTSP

An implementation of an approximation of the solution to Traveling Salesman Problem using cross entropy approach on Python 3

Jupyter Notebook

LearnablePINs

An attempt to replicate the results of [1805.00833] Learnable PINs: Cross-Modal Embeddings for Person Identity

Jupyter Notebook

TuniSurvivalKit

The ultimate survival kit for Ph.D. students at Tampere University

EM

EM-algorithm for two 1-dimentional Gaussians on vanilla-Python

CopulaDensityEstimator

Recursive non-parametric estimation of the copula density

SamplingChessboardWithQueens

Simulation of an N by M chessboard with K queens such that no queen defeats another using Simulated Annealing