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/melgor/pyface

https://github.com/menloresearch/ichigo

https://github.com/mgaido91/FBK-fairseq-ST

https://github.com/microsoft/M3P

https://github.com/microsoft/semi-supervised-learning

https://github.com/mikomel/area-attention

https://github.com/milvlg/rosita

https://github.com/mindspore-ai/contrib/tree/master/intern/Knowing-When-to-Look-Adaptive-Attention

https://github.com/mindspore-courses/heads-on-mindspore/tree/main/4-neural_poet_RNN

https://github.com/mindspore-courses/heads-on-mindspore/tree/main/5-image_caption

https://github.com/mindspore-lab/mindone

https://github.com/miquelmarti/DenseFixMatch

https://github.com/mirceamironenco/BayesianRecurrentNN

https://github.com/miroblog/AdaptiveAttention

https://github.com/mishajw/vocab_pie

https://github.com/mitvis/vistext

https://github.com/mjhucla/TF-mRNN

https://github.com/mkhalil1998/EC601_Group_Project

https://github.com/mlfoundations/open_clip

https://github.com/mlpc-ucsd/TokenCompose

https://github.com/modelscope/modelscope

https://github.com/moh833/VQA

https://github.com/mokhalid-dev/Attention-based-VQA-model

https://github.com/moothes/a2s-v2

https://github.com/mrityunjayojha10/Image-Caption-Generation

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

https://github.com/mykolesiko/nlp_projects

https://github.com/myurasov/RISE

https://github.com/nalbert9/Image-Captioning

https://github.com/nameoverflow/neuro-cangjie

https://github.com/nasib-ullah/show_attend_and_tell_pytorch

https://github.com/nbansal90/bAbi_QA

https://github.com/neerav47/Image-Captioning

https://github.com/neulab/code-bert-score

https://github.com/nicolafan/image-captioning-cnn-rnn

https://github.com/nightrome/cocostuff10k