Papers with Code 아카이브

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/fbuchert/fixmatch-pytorch

https://github.com/feifengwhu/question_attention

https://github.com/feizc/Image-Caption-Baseline

https://github.com/feizc/Image-Caption-Pytorch

https://github.com/fengyang0317/unsupervised_captioning

https://github.com/floydhub/word-language-model

https://github.com/formiel/fairseq

https://github.com/frednam93/MDFD-SED

https://github.com/frgsimpson/kitt

https://github.com/ftorres11/saliencysense

https://github.com/fukun07/neural-image-captioning

https://github.com/fuqianya/AoANet-Paddle

https://github.com/fuqianya/bottom-up-attention-paddle

https://github.com/fuqianya/show-attend-and-tell-paddle

https://github.com/fuqichen1998/eecs442-final-project-show-and-tell

https://github.com/gabrielsantosrv/coco-caption

https://github.com/gangasani-anusha/Short-Story_Assignment

https://github.com/gfoxx29/Image-Captioning

https://github.com/gicheonkang/gst-visdial

https://github.com/glados97/dsa-model

https://github.com/gomezzz/MSMatch

https://github.com/gomezzz/distmsmatch

https://github.com/google-deepmind/tips

https://github.com/google-research-datasets/Crisscrossed-Captions

https://github.com/google-research/crest

https://github.com/google-research/google-research/tree/master/kws_streaming

https://github.com/gotutiyan/gec-metrics

https://github.com/gujiuxiang/language_cnn_iccv17

https://github.com/gulshanBakle/Neural-Image-Caption-generator

https://github.com/guptakhil12/show-tell

https://github.com/hakeematyab/Neural-Image-Caption-Generator-Show-and-Tell-Paper-Replication

https://github.com/hanhpt23/silvar

https://github.com/harlanhong/CVPR2020-Semi-Point

https://github.com/hashi0203/image-captioning

https://github.com/hattrickcr7/SoftTeacher

https://github.com/hengyuan-hu/bottom-up-attention-vqa