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Oskari Pohja's Projects

aerial-template-matching icon aerial-template-matching

This project focuses on development of an algorithm for Template Matching on aerial images by implementing classical Computer Vision based techniques and deep-learning based techniques.

aerialimageregistration icon aerialimageregistration

Geo-reference aerial images (simple JPG) without ground control points AND without camera poses (Reupload from 2014)

autoscale icon autoscale

An implementation of AutoScale localization-based method

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

crowdflow icon crowdflow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

fpncc icon fpncc

Feature Pyramid Networks for Crowd Counting (FPNCC)

gcc-cl icon gcc-cl

GCC dataset Collector and Labeler (GCC CL) [CVPR2019]

harnet icon harnet

HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices for Human Activity Recognition

onionscan icon onionscan

OnionScan is a free and open source tool for investigating the Dark Web.

practical-nlp-code icon practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

prml icon prml

PRML algorithms implemented in Python

stanet icon stanet

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

stresnet icon stresnet

A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081

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