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nathangq's Projects

affnet icon affnet

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

audio-classification icon audio-classification

:musical_score: Environmental sound classification using Deep Learning with extracted features

caffe-yolo icon caffe-yolo

start from https://github.com/yeahkun/caffe-yolo

cfnet icon cfnet

(CVPR'17) Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to achieve state-of-the-art performance in tracking, at high-speed.

cppzmq icon cppzmq

Header-only C++ binding for libzmq

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection

deep-image-similarity-ranking icon deep-image-similarity-ranking

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deephash icon deephash

An Open-Source Package for Deep Learning to Hash (DeepHash)

delf-pytorch icon delf-pytorch

PyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

fastmcd icon fastmcd

implementation of the paper "Detection of Moving Objects with Non-stationary Cameras in 5.8ms: Bringing Motion Detection to Your Mobile Device", CVPRW13

fblualib icon fblualib

Facebook libraries and utilities for Lua

fe4ml-zh icon fe4ml-zh

:book: [译] 面向机器学习的特征工程

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