Papers with Code 아카이브

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/leolee99/CLIP_ITM

https://github.com/leondgarse/keras_cv_attention_models/tree/main/keras_cv_attention_models/beit

https://github.com/leosampaio/sketchformer

https://github.com/leule/DCDS

https://github.com/lflage/openfactscore

https://github.com/lightly-ai/lightly

https://github.com/linghu8812/tensorrt_tracker

https://github.com/linzhiqiu/clip-flant5

https://github.com/llava-annonymous/llava

https://github.com/lucidrains/mammut-pytorch

https://github.com/lugiavn/transformation-transferring

https://github.com/luiscarlosgph/videosum

https://github.com/luomancs/remuq

https://github.com/lx709/vrsbench

https://github.com/lyakaap/NetVLAD-pytorch

https://github.com/lzw-lzw/awesome-remote-sensing-vision-language-models

https://github.com/lzx551402/ASLFeat

https://github.com/m2man/hada

https://github.com/mahmoodlab/SISH

https://github.com/manantomar/video-occupancy-models

https://github.com/manyids2/kornia

https://github.com/marrlab/dinobloom

https://github.com/mayukh18/Hybrid-Style-Siamese-Network

https://github.com/mdrs-thiago/mdrs-thiago.github.io

https://github.com/microsoft/M3P

https://github.com/microsoft/art

https://github.com/microsoft/computervision-recipes/blob/master/scenarios/similarity/02_state_of_the_art.ipynb

https://github.com/mida-project/prototype-multi-modality-assistant

https://github.com/milvlg/rosita

https://github.com/mindspore-ai/models/tree/master/research/cv/delf

https://github.com/mindspore-ai/models/tree/master/research/mm/opt

https://github.com/minzwon/tag-based-music-retrieval

https://github.com/mitjanikolaus/compositional-image-captioning

https://github.com/mniepert/mmkb

https://github.com/moabitcoin/sisyphus

https://github.com/modelscope/modelscope