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Roozbeh Sanaei's Projects

mws icon mws

Learning to learn generative programs with Memoised Wake-Sleep

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

noc icon noc

Novel Object Captioner - Captioning Images with diverse objects

ntm icon ntm

An implementation of Neural Turing Machines

ntm-lasagne icon ntm-lasagne

Neural Turing Machines library in Theano with Lasagne

nyc-taxi-demand-prediction icon nyc-taxi-demand-prediction

The primary objective of this project is to build a Real-Time Taxi Demand Prediction Model for every district and zone of NYC.

object_detection_ocr icon object_detection_ocr

Pretrained deep learning features for Documents trained on OCR results with Object Detection frameworks

object_detection_tracking icon object_detection_tracking

Out-of-the-box code and models for CMU's object detection and tracking system for surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet.

openpifpaf icon openpifpaf

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

opensearch icon opensearch

๐Ÿ”Ž Open source distributed and RESTful search engine.

opensse icon opensse

Open Sketch Search Engine๏ผ 3D object retrieval based on sketch image as input

overfit-shapes icon overfit-shapes

C++/PyTorch Implementation of the Paper: "Overfit Neural Networks as a Compact Shape Representation"

pbb icon pbb

PAC-Bayes with Backprop - Tighter risk certificates for neural networks

pconv-keras icon pconv-keras

Keras implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions"

pgdl icon pgdl

Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning

pigo icon pigo

Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

pixel_link icon pixel_link

Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018

pke icon pke

Python Keyphrase Extraction module

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet.pytorch icon pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pointnetvlad icon pointnetvlad

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition, CVPR 2018

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