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Top 105 image-retrieval open source projects

Deep Learning Computer Vision Algorithms for Real-World Use

✭ 326

python deep-learning machine-learning computer-vision data-science artificial-intelligence image-processing ai convolutional-neural-networks neural-networks image-classification recommender-system transfer-learning image-retrieval image-recognition applications

Batch Dropblock Network

Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)

✭ 304

python pytorch image-retrieval metric-learning person-reidentification

Person Reid gan

ICCV2017 Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

✭ 301

cuda gan image-retrieval person-reidentification

Computer Vision Leaderboard

Comparison of famous convolutional neural network models

✭ 299

computer-vision cnn imagenet image-retrieval

Deepvideoanalytics

A distributed visual search and visual data analytics platform.

✭ 2,973

python deep-learning face-detection face-recognition image-retrieval

Trace.moe Telegram Bot

This Telegram Bot can tell the anime when you send an screenshot to it

✭ 284

javascript telegram-bot anime image-retrieval

Pytorch Metric Learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

✭ 3,936

python deep-learning machine-learning pytorch computer-vision image-retrieval metric-learning deep-metric-learning self-supervised-learning contrastive-learning

Anime Scene Search by Image

✭ 3,231

shell opencv anime solr image-retrieval image-search cbir visual-search lire

Powerful Benchmarker

A PyTorch library for benchmarking deep metric learning. It's powerful.

✭ 272

python deep-learning machine-learning pytorch computer-vision benchmarking image-retrieval metric-learning

Siamesenetwork Tensorflow

Using siamese network to do dimensionality reduction and similar image retrieval

✭ 258

jupyter-notebook tensorflow image-retrieval

diffusion-retrieval

Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations

✭ 78

matlab computer-vision convolutional-neural-networks image-retrieval

fast-image-retrieval

A lightweight framework using binary hash codes and deep learning for fast image retrieval.

✭ 22

python caffe deep-learning image-retrieval

kapture-localization

Provide mapping and localization pipelines based on kapture format

✭ 111

python shell Dockerfile localization structure-from-motion sfm image-retrieval r2d2 colmap visual-localization

symmetrical-synthesis

Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)

✭ 67

python deep-learning tensorflow synthesis metric-learning image-retrieval image-clustering cars196 aaai2020 stanford-online-products cub200-2011

Similarity-Adaptive-Deep-Hashing

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

✭ 18

matlab c python shell M hashing caffe deeplearning unsupervised-learning image-retrieval

A CNN feature based image retrieval website

✭ 15

python HTML C++javascript CSS CMake shell search-engine cnn image-dataset image-retrieval

Group-View Convolutional Neural Networks for 3D Shape Recognition

✭ 22

python tensorflow image-retrieval 3d-shape-recognition gvcnn group-view view-group-shape-architecture mvcnn

Exploring the connections between artworks with deep "Visual Analogies"

✭ 73

typescript SCSS python HTML CSS react art search machine-learning ai deep-learning image-retrieval k-nearest-neighbours resnet-50 nuerips

RMAC implementation in Keras

✭ 80

python computer-vision retrieval keras image-retrieval rmac keras-rmac

Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"

✭ 69

python deep-learning cnn pytorch image-retrieval pytorch-lightning dolg

人工智障本地图片检索工具 | An EfficientNet based image retrieval tool

✭ 64

python image-search reverse-image-search image-retrieval similarity-search onnx hnswlib efficientnet-pytorch

Radiology Objects in COntext (ROCO): A Multimodal Image Dataset

✭ 38

python medical dataset cuis radiology image-retrieval umls semantic-types

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

✭ 150

python shell computer-vision deep-learning cnn pytorch image-retrieval second-order eccv non-local-block local-descriptors eccv2020 eccv-2020 global-descriptors

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

✭ 821

python machine-learning computer-vision pipeline image-processing embeddings transformer video-processing feature-extraction convolutional-networks vit feature-vector image-retrieval unstructured-data embedding-vectors milvus vision-transformer towhee

Official Code for Paper <XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service> (arXiv1912.10344)

Pose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces (ICCV 2021)

✭ 37

python deep-learning image-retrieval pose-estimation feature-matching indoor-localization visual-localization iccv2021

Visual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.

✭ 76

Jupyter Notebook python shell machine-learning ecommerce ai computer-vision deep-learning tensorflow keras ml artificial-intelligence feature-extraction recommendation-system machinelearning recommender-system visual-search image-retrieval visual-recommendations

A real-time GNN-based method. Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective

✭ 64

re-ranking image-retrieval gnn

Ranked-List-Loss-for-DML

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

✭ 56

shell learning-to-rank image-retrieval deep-metric-learning image-clustering fine-grained-recognition open-set-recognition

street2shopTriplet

Challenge the customer to shop task with tripletNet

✭ 14

Jupyter Notebook deep-learning fashion keras image-retrieval triplet-loss

Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering

✭ 43

python fish deep-learning image-retrieval histology bioimage-informatics pathology bioimage-analysis image-search-engine histopathology vqvae wsi-images mahmoodlab

Image retrieval learning record

✭ 31

c C++objective c vlad image-retrieval opencv3

img classification deep learning

No description or website provided.

✭ 19

Jupyter Notebook react search django image word2vec imagenet image-classification image-search inception ann knn googlenet image-retrieval image-similarity image-search-engine

cnn-for-image-retrieval

🌅The code of post "Image retrieval using MatconvNet and pre-trained imageNet"

✭ 623

matlab Cuda C++TeX python shell cnn matconvnet image-retrieval

Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020

✭ 60

python hashing deep-learning tensorflow semi-supervised-learning metric-learning image-retrieval product-quantization cvpr2020

Huawei DIGIX ImageRetri Top2

2020 DIGIX GLOBAL AI CHALLENGE - Digital Device Image Retrieval - Top2 WEARE队

✭ 63

python shell image-retrieval data-competition

Image-Retrieval

Image retrieval program made in Tensorflow supporting VGG16, VGG19, InceptionV3 and InceptionV4 pretrained networks and own trained Convolutional autoencoder.

✭ 56

python deep-learning tensorflow autoencoder image-retrieval

LabelRelaxation-CVPR21

Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021

✭ 37

python shell pytorch image-retrieval knowledge-distillation deep-metric-learning cvpr2021 embedding-trasnfer

natural-language-joint-query-search

Search photos on Unsplash based on OpenAI's CLIP model, support search with joint image+text queries and attention visualization.

✭ 143

Jupyter Notebook python computer-vision unsplash attention image-search visualizations clip image-retrieval multi-modal-search

Fast Image Retrieval (FIRe) is an open source project to promote image retrieval research. It implements most of the major binary hashing methods to date, together with different popular backbone networks and public datasets.

proxy-synthesis

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

✭ 30

python deep-learning pytorch metric-learning image-retrieval deep-metric-learning regularizer cars196 aaai2021 proxy-nca proxy-synthesis proxy-based synthetic-classes norm-softmax

Content Based Image Retrieval Techniques (e.g. knn, svm using MatLab GUI)

✭ 51

matlab information-retrieval image-recognition image-retrieval content-based-image-retrieval

Landmark-Retrival

Easy Landmark Image Recognition with TensorFlow Hub DELF Module

✭ 20

Jupyter Notebook deep-learning tensorflow image-retrieval

Official repository of ICCV 2021 - Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models

✭ 65

image-retrieval composed-image-retrieval

(CVPRW 2022) Learning Co-segmentation by Segment Swapping for Retrieval and Discovery

✭ 46

python shell discovery transformer image-retrieval synthetic-data co-segmentation art-image

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