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Anton's Projects

deep-retrieval icon deep-retrieval

🌁 Image retrieval using deep learning of global descriptors.

deepo icon deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

docker-nginx-certbot icon docker-nginx-certbot

Automatically create and renew website certificates using the Let's Encrypt free certificate authority.

enas-pytorch icon enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

goturn icon goturn

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016

graph_comb_opt icon graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

graphnn icon graphnn

Training computational graph on top of structured data (string, graph, etc)

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

image-retrieval icon image-retrieval

Instance-level image retrieval, used in street-to-shop scene. Leveraging large-scale noisy data, and clean it automatically. Learning R-MAC descriptors using a larger network such as ResNet101. Train with a siamese architecture to optimize a triplet loss.

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