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Information-Retrieval

정보검색

팀을 만들어 두었습니다

https://github.com/orgs/BlockChain-Information/teams/information-retrieval 여기로 접속


정보검색 기말프로젝트 구성도


정보검색 기말프로젝트주제 : Image Captioning


Description

  • connects Computer Vision and Natual Language Processing
  • Read images and explain them in natural language (English/Korean)

Dataset

  1. Flickr8k Dataset Flickr8k
  2. Flickr30k Dataset Flickr30K
  3. MS-COCO Dataset Link

Word Embedding

  1. word2vec link
  2. GloVe link

Reference


Requirements

  • Python
  • Numpy

Project Structure

Model flow Chart

Run Model in steps


Image Feature Extraction

Caption Preprocessing step

Generating Vocabulary of Caption words

Training of the Model

Test model

Testing The Model


model can be tested using below command after clonning the repository

Test Results