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seminar-cnn-image-retrieval

Seminar paper "Neural Codes for Image Retreival".

senet

Squeeze-and-Excitation Networks

show-rank

Extension for Google Chrome to show conference/journal rankings in search results. Currently supports CCF(China Computer Federation) rankings on Springer, DBLP, IEEExplore and ACM Digital Library.

siamese-networks-for-one-shot-learning

Implementation of Siamese Neural Networks for One-shot Image Recognition

siamesenetwork-tensorflow

Using siamese network to do dimensionality reduction and similar image retrieval

similarity-visualization

simulated_datasets

A small collection of hosted simulated datasets.

solar

PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020

sotu

Bag of Visual Feature with Hamming Enbedding, Reranking

spq

Self-supervised Product Quantization for Deep Unsupervised Image Retrieval - ICCV2021

statistical-learning-method

《统计学习方法》笔记-基于Python算法实现

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

studybook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

subic

Tensorflow implementation of a supervised approach to learn highly compressed image representations

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

tensorboard-own-image-data-image-features-embedding-visualization

Learn how to visualize your own image data or features on Tensorboard Embedding Visualizer

tiefvision

End-to-end deep learning image-similarity search engine

tiny-imagenet-200

🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

tpu

Reference models and tools for Cloud TPUs.

triplet-loss-mnist

Triplet Loss 损失函数

tutorials

机器学习相关教程

vision_transformer

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vlad

Python implementation of VLAD descriptors

voctree

Efficient Large-scale Image Search With a Vocabulary Tree

weakalign

End-to-end weakly-supervised semantic alignment

wymlp

tiny fast portable real-time deep neural network for regression and classification within 50 LOC.

yael

herve jegou's yael library

youcompleteme

A code-completion engine for Vim

zero-shot-gcn

Zero-Shot Learning with GCN (CVPR 2018)