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Arda Pekis's Projects

2048 icon 2048

CS2110 Class Project: 2048 Game

bottom-up-attention icon bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

colab icon colab

Misc. ML notebooks / scripts

cs2340 icon cs2340

Homework repository of Team Think Inside the Box

detectron.pytorch icon detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

modularity icon modularity

CNN modularity analysis extension of https://arxiv.org/abs/2003.04881v4

pixel-rnn icon pixel-rnn

Implementation based on the 2016 Pixel-RNN Paper

visdial-rl icon visdial-rl

PyTorch code for Learning Cooperative Visual Dialog Agents using Deep Reinforcement Learning

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vlp icon vlp

Vision-Language Pre-training for Image Captioning and Question Answering

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