Deep Learning

5 articles
2026

Aerial Object Tracker

A drone view dataset is used to fine-tune the base Faster RCNN model to learn aerial object detection. The model is further enhanced with …
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2025

Teaching LLM to play chess ... badly

In this project we used lichess database to train a large language model to play chess at certain ELO. Legal moves are enforced by format …
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2024

Ukrainian Migration Flow Model

This project visualizes migration sentiment of displaced people from Ukraine collected from Telegram public channels starting from the …
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2017

Theano network ports

Ports of deep learning building blocks to Theano and Lasagne — optical flow networks and the Mask R-CNN RoIAlign layer — including CUDA …
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2016

Roof direction classification

Data Science Game 2016 qualification solution (The Nerd Herd, University of Amsterdam): classify roof orientation from aerial imagery with a …
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