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Cagan Selim Coban's Projects

3dhistcpp icon 3dhistcpp

A code piece to extract 3D RGB histograms and calculate pairwise distances.

bow-on-imagenet icon bow-on-imagenet

Image classifiers that utilizes the Bag of Visual Words (BoVW) approach with three different classification algorithms implemented from scratch: naive bayes, logistic regression, and a neural network.

centermasktrackrcnn icon centermasktrackrcnn

CenterMask is powered with MaskTrackRCNN tracking algorithm for video instance segmentation.

davisforall icon davisforall

This package, a modified DAVIS evaluation toolkit, assesses video multi-object segmentation models, initially tailored for DAVIS 2017. It's now versatile, allowing evaluation of any VOS dataset in the UVOS context.

deepshading icon deepshading

This repository is a replication of Deep Shading: CNNs for Screen Space Shading paper.

flying_mnist icon flying_mnist

Dynamic MNIST digit sequences for video instance segmentation with optical flow data.

motion-cswm icon motion-cswm

Replication of ICLR 2020 paper, Contrastive Learning of Structured World Models; and improvements with continuous action.

tltm icon tltm

The repository for TLTM: Two-Level Temporal Relation Model for Online Video Instance Segmentation.

visvosdetutils icon visvosdetutils

Useful scripts for video instance/object segmentation, object detection and segmentation

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