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nathangq's Projects

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

libvot icon libvot

A C++11 multithread library for image retrieval

lshbox icon lshbox

A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.

models icon models

Models and examples built with TensorFlow

multigrain icon multigrain

Code for "MultiGrain: a unified image embedding for classes and instances"

n2 icon n2

TOROS N2 - lightweight approximate Nearest Neighbor library which runs faster even with large datasets

ngt icon ngt

Neighborhood Graph and Tree for Indexing High-dimensional Data

poolnet icon poolnet

Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"

pynndescent icon pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

refinedet icon refinedet

Single-Shot Refinement Neural Network for Object Detection

stc_tracker icon stc_tracker

This is an implementation of "Fast Tracking via Spatio-Temporal Context Learning"

top-k icon top-k

A way to use cuda to accelerate top k algorithm

vatic icon vatic

Efficiently Scaling Up Video Annotation with Crowdsourced Marketplaces. IJCV 2012

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

yolact icon yolact

A simple, fully convolutional model for real-time instance segmentation.

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