Csuk0914

Csuk0914

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Deep Learning Computer Vision Algorithms for Real-World Use

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BasicKnowledge

Data struct, algorithm, LeetCode and DesignPattern introduction and implementation in Cpp and C#

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BMVCTemplate

Paper template and author instructions for BMVC

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channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks

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cifar10-tensorflow

cifar10数据集上进行图片分类,基于tensorflow框架,旨在探究不同的改进策略对分类准确率的影响,如何一步步得提高准确率

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CodingInterviews

剑指Offer——名企面试官精讲典型编程题

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conditional-similarity-networks-Tensorflow

Conditional Similarity Networks (CSNs-Tensorflow)

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DCBH

Deep Clustering and Block Hashing Network for Face Image Retrieval - ACCV 2018

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deep-face-hashing

Face hashing using neural networks, mapping images to Hamming codes.

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deep-image-retrieval

End-to-end learning of deep visual representations for image retrieval

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DeepHash

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

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DeepHasher

Deep hashing network for medical applications.

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DeepLearning

【火炉炼AI】-深度学习系列文章

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FSDH

Matlab code for Fast Supervised Discrete Hashing

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HashNet

Code release for "HashNet: Deep Learning to Hash by Continuation" (ICCV 2017)

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IJCAI2018_SSDH

Semantic Structure-based Unsupervised Deep Hashing IJCAI2018

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imgret

Sandbox for image retrieval models and algorithms

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Keras-Remote-sensing-image-retrieval

this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated this model on a dataset called PatternNet.

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keras-training

jet classification and regression training in keras

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keras-transfer-learning

Based on https://github.com/Arsey/keras-transfer-learning-for-oxford102, but more things are done in the project. Especially for the triplet and center loss.

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Keras-VGG16-places365

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

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PlotNeuralNet

Latex code for making neural networks diagrams

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Python

All Algorithms implemented in Python

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Quantized-Nets

Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.

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resnet-cifar10-caffe

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

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semantic-embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

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Similarity-Adaptive-Deep-Hashing

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization (TPAMI2018)

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tripletloss-keras-tensorflow

An example implementation of triplet-loss in tensorflow using keras

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