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ttl518's Projects

landmark2019-1st-and-3rd-place-solution

The 1st Place Solution of the Google Landmark 2019 Retrieval Challenge and the 3rd Place Solution of the Recognition Challenge.

lire

Open source library for content based image retrieval / visual information retrieval.

lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

m2l

This repository is the code of paper "Multi-level Metric Learning for Few-shot Image Recognition".

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine-learning-lite

A quick and light check list for machine learning learning.

machine-learning-notes-1

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

maml-tensorflow-1

Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

manifold-diffusion

Diffusion on manifolds for image retrieval

massimageretrieval

This project is intended to solve the task of massive image retrieval.

mathematical_foundation

Mathematical Foundations for Deep Learning

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

metric-learning-divide-and-conquer

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

mini-imagenet-tools

Tools for generating mini-ImageNet dataset and processing batches

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlnd

Udacity Machine Learning Nano Degree Courses

models

Models and examples built with TensorFlow

mushroomobser-dataset

Dataset collected for the computer vision community from http://mushroomobserver.org

networkx

Official NetworkX source code repository.

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

nns_benchmark

Benchmark of Nearest Neighbor Search on High Dimensional Data

object-retrieval

Particular object retrieval using CNN

one-shot-learning

小样本学习的一些方法

opencv-machine-learning

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

openmvg

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

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