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/Djmcflush/Quantum-Hackathon

https://github.com/Dlut-lab-zmn/Image-Captioning-Attack

https://github.com/DonghwanKIM0101/CS492I_CV

https://github.com/Draven-Lee/COVID-19-CT-Reports-Generation

https://github.com/E-DEEP/PapersReview

https://github.com/Evolving-AI-Lab/ppgn

https://github.com/FJSam/SelfCritical_ImageCaptioning

https://github.com/Faceplugin-ltd/FaceRecognition-Android

https://github.com/FengSuSky/CCB-VQA

https://github.com/FerryHuang/SimVLM

https://github.com/FredericGodin/QuasiRNN-DReLU

https://github.com/GJTNB/reading-memo

https://github.com/Goodideax/lstm-negtive

https://github.com/Goodideax/rnn_neg_efficient

https://github.com/Gowthamkar6/Image-captioning-using-CNN-RNN

https://github.com/Guillem96/zsl-pytorch

https://github.com/HaleyPei/Implement-of-SCA-CNN

https://github.com/HemanthTejaY/Deep-Learning-Image-Captioning---A-comparitive-study

https://github.com/HiLab-git/DTC

https://github.com/HughKu/Im2txt

https://github.com/Hyeongkeun/LAVCap

https://github.com/IBM/Image-Captioning-Attack

https://github.com/IBM/wasserstein-barycenters

https://github.com/INZHAGY/WDA-Net

https://github.com/IPINGCHOU/NTU_MachineLearning

https://github.com/IlyaDobrynin/GridMixup

https://github.com/InnerPeace-Wu/im2p-tensorflow

https://github.com/IzabelaKrupinska/PROJBAD

https://github.com/JHKim-snu/GVCCI

https://github.com/JHKim-snu/PGA

https://github.com/JP-MRPhys/bayesianLSTM

https://github.com/JamesLuoyh/character-level-soft-and-hard-attention

https://github.com/Japanese-Image-Captioning/ClipCap-for-Japanese

https://github.com/Japanese-Image-Captioning/M2-transformer-for-Japanese

https://github.com/Japanese-Image-Captioning/ORT-for-Japanese

https://github.com/Japanese-Image-Captioning/SAT-for-Japanese