evaldsurtans Goto Github PK

followers: 12.0 following: 3.0 repos: 51.0 gists: 0.0

Name: Evalds Urtans

Type: User

Bio: Riga Technical University RTU Riga, Latvia See my projects http://yellowrobot.xyz

Location: Riga, Latvia

Blog: http://yellowrobot.xyz

Evalds Urtans's Projects

active-ir-markers

Active infrared marker system using Leap Motion, Oculus Rift DK2, Unity and Arduino & IR LEDs

angular-npm-module-seed

Starting point for developing Angular modules and publishing them on NPM.

bash-onedrive-upload

Upload files to onedrive via linux command line

bean-ios-osx-sdk

Punch Through's SDK for speeding up development with the LightBlue Bean development platform

bean-sdk-node

Official cross-platform Bean SDK by Punch Through, written in Node.js.

boundedpriorityqueue

A bounded priority queue, used for Kd-Tree implementation, implemented in Python

dqn-prioritized-experience-replay

implement of prioritized experience replay, now just rank-based

Paper introduces a novel variant of the Triplet Loss function that converges faster and gives better results. This function can separate class instances homogeneously through the whole embedding space. With Exponential Triplet Loss function we also introduce a novel type of embedding space regularization Unit-Range and Unit-Bounce that utilizes euclidean space more efficiently and resembles features of the cosine distance. We also examined factors for choosing the best embedding vector size for specific embedding spaces. Finally, we also demonstrate how new function can train models for one-shot learning and re-identification tasks.