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Image Captioning

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크: 8
평가표: 34
보존된 평가 기록: 419

Image Captioning is the task of describing the content of an image in words. This task lies at the intersection of computer vision and natural language processing. Most image captioning systems use an encoder-decoder framework, where an input image is encoded into an intermediate representation of the information in the image, and then decoded into a descriptive text sequence. The most popular benchmarks are nocaps and COCO, and models are typically evaluated according to a BLEU or CIDER metric.

( Image credit: Reflective Decoding Network for Image Captioning, ICCV'19)

코드

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

Image Captioning

코드

https://github.com/Wence-May/Image-Annotation

https://github.com/Wentong-DST/up-down-captioner

https://github.com/Westlake-AI/openmixup

https://github.com/William-N-Havard/VGS-dataset-metadata

https://github.com/Yinan-Zhao/AoANet_VizWiz

https://github.com/YuhangMing/visual-attention-image-caption

https://github.com/Zhangyuewei98/arctic-captions-py3

https://github.com/Zhendong-Wang/arsm_image_captioning

https://github.com/Zhongying-Deng/NorMatch

https://github.com/abcSup/captionamerica

https://github.com/abhijit-buet/VizWiz-Visua-Question-Answering-2021

https://github.com/abhijit-buet/VizWiz-Visual-Question-Answering-2021

https://github.com/abhshkdz/neural-vqa-attention

https://github.com/abril4416/kgen_vqa

https://github.com/ag169/Image-Captioning

https://github.com/ag17sep/Image-Captioning-Project

https://github.com/ahmetumutdurmus/zaremba

https://github.com/ahmetustun/fairseq

https://github.com/airplane2230/keras_cutmix

https://github.com/airsplay/lxmert

https://github.com/ajamjoom/Image-Captions

https://github.com/ajaysub110/A-Neural-Compositional-Paradigm-for-Image-Captioning

https://github.com/alab-nii/eval_vl_glue

https://github.com/albertotestoni/ndq_visual_objects

https://github.com/aldraus/quilt-llava

https://github.com/alex-f1tor/Image-Caption

https://github.com/alibaba/EasyNLP/tree/master/examples/blip_retrieval

https://github.com/alibaba/graphtranslator

https://github.com/allenai/mslr-shared-task

https://github.com/allenai/pythia

https://github.com/am-sirdaniel/Image-Captioning-Model

https://github.com/amazon-research/bigdetection

https://github.com/amazon-research/exponential-moving-average-normalization

https://github.com/amazon-science/bigdetection

https://github.com/amitakamath/hard_positives

https://github.com/amitakamath/whatsup_vlms