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Arthur Porto's Projects

antspy icon antspy

Advanced Normalization Tools in Python

bcpd icon bcpd

Bayesian Coherent Point Drift (BCPD/BCPD++); Source Code Available

big_transfer icon big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

byol-pytorch icon byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

cog icon cog

Containers for machine learning

cvat icon cvat

Powerful and efficient Computer Vision Annotion Tool (CVAT)

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deepbryo icon deepbryo

A web app for AI-assisted segmentation of cheilostome bryozoan colonies

deepforest icon deepforest

Python Package for Tree Crown Detection in Airborne RGB imagery

demo-face-gan icon demo-face-gan

A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.

deoldify icon deoldify

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

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

dl-docker icon dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

fixres icon fixres

This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423

gif.sh icon gif.sh

Convert videos to high-quality animated GIFs

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