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awesome-cbir-papers

📝Awesome and classical image retrieval papers

caffe

Caffe: a fast open framework for deep learning.

caffe-sl

caffe for Similarity Learning

community

A Python implementation of Girvan-Newman community detection algorithm for weighted graphs

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cpp-lru-cache

Simple and reliable LRU cache for c++ based on hashmap and linkedlist

deep-metric-learning-cvpr16

Main repository for Deep Metric Learning via Lifted Structured Feature Embedding

deep-supervised-hashing-dsh

fast-style-transfer

Fast Style Transfer in TensorFlow! ⚡🖥🎨🖼

gan-image-similarity

InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.

graph-based-deep-learning-literature

graphsage

Representation learning on large graphs using stochastic graph convolutions.

hard-aware-deeply-cascaded-embedding_release

Complete Code for "Hard-Aware-Deeply-Cascaded-Embedding"

hashing-baseline-for-image-retrieval

:octocat:Various hashing methods for image retrieval and serves as the baselines

hdidx

Approximate Nearest Neighbor (ANN) search for high-dimensional data.

histogramloss

This repository contains code for paper "Learning Deep Embeddings with Histogram Loss" (NIPS2016)

index-benchmark

l2-net

Code and mode for CVPR 2017 paper "L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space"

models

Models and examples built with TensorFlow

msae

code for the paper effective multi-modal retrieval based on stacked auto-encoders

neural-network-papers

neural-style-transfer-papers

:pencil2: Neural Style Transfer: A Review

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

order-embedding

Implementation of caption-image retrieval from the paper "Order-Embeddings of Images and Language"

product-quantization-tree

GPU-based large scale Approx. Nearest Neighbor Search

sca-cnn

image captions generation with spatial and channel-wise attention

seam-retrieval

Fast Self-attentive Multimodal Retrieval

senet

Squeeze-and-Excitation Networks

senet-tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

show-attend-and-tell

TensorFlow Implementation of "Show, Attend and Tell"