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Image Retrieval

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크: 10
평가표: 56
보존된 평가 기록: 372

Image Retrieval is a fundamental and long-standing computer vision task that involves finding images similar to a given query from a large database. It is often considered a form of fine-grained, instance-level classification. The task is integral to image recognition alongside classification and cross-modal retrieval. By leveraging visual similarity and other criteria, image retrieval enables users to efficiently discover relevant images, making it a crucial tool in applications such as search and recommendation.

Extending CLIP for Category-to-image Retrieval in E-commerce

<span style="color:grey; opacity: 0.6">( Image credit: DELF )</span>

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

Image Retrieval

코드

https://github.com/PaddlePaddle/PASSL

https://github.com/PaddlePaddle/PaddleClas/blob/develop/docs/zh_CN/training/metric_learning/xbm.md

https://github.com/PuchatekwSzortach/combination_of_multiple_global_descriptors_for_image_retrieval

https://github.com/Qidian213/Ranked_Person_ReID

https://github.com/QuocThangNguyen/deep-metric-learning-tsinghua-dogs

https://github.com/Raykoooo/3rd_place_to_Kaggle_Google_Landmark_Retrieval_2020

https://github.com/Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection

https://github.com/Recognito-Vision/Face-SDK-Linux-Demos

https://github.com/Recognito-Vision/Linux-FaceRecognition-FaceLivenessDetection

https://github.com/ReemHal/Browser-Based-Annotator

https://github.com/RocketFlash/easy_metric_learning/tree/master/tools

https://github.com/RuibinMa/comp755project-ruibinma

https://github.com/Samjoel3101/Self-Supervised-Learning-fastai2

https://github.com/SforAiDl/CountCLIP

https://github.com/Shiro-LK/python-DOLG

https://github.com/ShivaKrishnaM/ZS-SBIR

https://github.com/SilverIonn/EPHN-OpenSet

https://github.com/Sorananakiii/Fine-grained-image-recognition

https://github.com/THUDM/CogAgent

https://github.com/TRAILab/ST-SLidR

https://github.com/TencentYoutuResearch/BaseArchitecture-EAT

https://github.com/ThanThoai/Visual-Question-Answering_Vietnamese

https://github.com/TheChalice/Annotator

https://github.com/TinyZeaMays/CircleLoss

https://github.com/TreB1eN/InsightFace_Pytorch

https://github.com/Tsingularity/FRN

https://github.com/VadymV/ICOS

https://github.com/VectorSpaceLab/MegaPairs

https://github.com/Vigneshthanga/stackGAN-v2

https://github.com/Vijetha1/WDHT

https://github.com/Vill-Lab/2023-TIFS-DTIBA

https://github.com/VinitSR7/Image-Caption-Generation

https://github.com/Vishal-V/StackGAN

https://github.com/WebQnA/WebQA_Baseline

https://github.com/WeidiXie/Keras-VGGFace2-ResNet50

https://github.com/X-PLUG/mPLUG-2