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/souvikshanku/show-attend-and-tell

https://github.com/sovit-123/Deep-Learning-Image-Captioning

https://github.com/spider101/visual-semantic-alignments

https://github.com/spsagar13/deep_learning.cv.and.nlp

https://github.com/stair-lab/villm-eval

https://github.com/steinbeck/DeepOCSR

https://github.com/stevezheng23/fairseq_extension

https://github.com/stingram/CV_Image_Captioning

https://github.com/stoensin/IC

https://github.com/studian/CVND_P2_Image_Captioning

https://github.com/styfeng/tinydialogues

https://github.com/sunil-rival/insightface

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

https://github.com/tbmoon/basic_vqa

https://github.com/tensorflow/models/tree/master/research/im2txt

https://github.com/tensorflow/models/tree/master/research/neural_gpu

https://github.com/theamrzaki/text_summurization_abstractive_methods

https://github.com/thilinicooray/Bottom-up-vqa

https://github.com/thudm/visualglm-6b

https://github.com/thuml/Transfer-Learning-Library

https://github.com/tidedra/vl-rlhf

https://github.com/tjddus9597/Beyond-Binary-Supervision-CVPR19

https://github.com/tmatha/lstm

https://github.com/tohinz/multiple-objects-gan

https://github.com/tomsercu/lstm

https://github.com/toshi-k/kaggle-bengaliai-handwritten-grapheme-classification

https://github.com/towhee-io/towhee

https://github.com/travishsu/ReConPatch-TF

https://github.com/tristangomez44/metrics-saliency-maps

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

https://github.com/tuetschek/e2e-metrics

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

https://github.com/uabinf/nlp-fall-2019-project-image_captioning

https://github.com/unispac/visual-adversarial-examples-jailbreak-large-language-models

https://github.com/uriberger/re_cap

https://github.com/utanaka2000/fairseq