IPapakis's repositories

GCNNMatch

This repository is the official code implementation of the paper GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization.

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object-detection

This package contains configuration files and trained models using the MMdetection repo. The trained models can detect objects of transportation interest.

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occupant_detection_classification

This repository provides code to detect people in car-cabin images and classify the type of passengers in each image (driver, front-seat passenger, back-seat passenger).

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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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awesome-computer-vision

A curated list of awesome computer vision resources

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awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

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awesome-deep-learning-papers

The most cited deep learning papers

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awesome-math

A curated list of awesome mathematics resources

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driver_scoring

Personal backup of code to perform scoring in a safe driving gamification app

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victor_perception

Backup of a personal package to perform SLAM and Tracking for Team Victor MBZIRC '20.

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awesome-visual-slam

:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers

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deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

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Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

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pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

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