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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/jamespark3922/adv-inf

https://github.com/jamestjw/OCR

https://github.com/jaryp/pixleattack

https://github.com/jaykshirsagar05/captionify

https://github.com/jazzsaxmafia/show_and_tell.tensorflow

https://github.com/jdai-cv/image-captioning

https://github.com/jdauba/Domain-Adaptation-SVHN-MNIST

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

https://github.com/jerinphilip/fairseq-ilmt

https://github.com/jiahuei/COMIC-Towards-A-Compact-Image-Captioning-Model-with-Attention

https://github.com/jiahuei/Self-Critical-SCST-TensorFlow

https://github.com/jianjieluo/openai-clip-feature

https://github.com/jielin-qiu/mm_robustness

https://github.com/jim-schwoebel/allie

https://github.com/jincan333/lot

https://github.com/jinjiren/recurrent-image-annotator-web-demo

https://github.com/jis478/Tensorflow/tree/master/TF2.0/Cutmix

https://github.com/jis478/cutmix_tensorflow2

https://github.com/jishubasak/Punny-Caption--Exploring-Image-Captioning

https://github.com/jiwanchung/vlis

https://github.com/jmhessel/pycocoevalcap

https://github.com/johnchenresearch/SSL

https://github.com/johnnylu305/deeplab-imagenet-pytorch

https://github.com/jonas-becker/text-generation

https://github.com/joykour/COCO-Dataset-2018-Stuff-Segmentation-Challenge

https://github.com/js-aguiar/wheat-object-detection

https://github.com/jsaikmr/Building-a-Topic-Modeling-for-Images-using-LDA-and-Transfer-Learning

https://github.com/juergenlandauer/Maya-Challenge

https://github.com/juletx/image-caption-generation

https://github.com/jungokasai/t2r

https://github.com/jungokasai/twist_decoding

https://github.com/junjie1003/DL-Fairness-Study

https://github.com/junshutang/Make-It-3D

https://github.com/junwang23/deepdirtycodes

https://github.com/kaikai-sk/char-rnn-chinese

https://github.com/kakaobrain/rq-vae-transformer