Capstone Project 2023

Author: Anh T. Tra, Long Bach Hoang, Tam Nguyen Tue

Table of Contents

TODO:

Phase 1: Application of NLP in Image Captioning for fashion product

• Model: CNN convolutional feature extractor: ResNet152 and LSTM
• Link word dictionary: English word dictionary and Vietnamese word dictionary
• Link model: English model and Vietnamese model
• File directory:

├───model
│   ├───data
│   │   └───coco
│   ├───model_resnet152_v1

Phase 2: Elastic Search

• Install Elastic Search in Docker:

docker pull docker.elastic.co/elasticsearch/elasticsearch:8.8.2

• Run Elastic Search:

docker compose up --build

Phase 3: Deploy model

• Build backend using FastAPI:

cd backend
uvicorn app:app --reload

• Build frontend using VueJS:

cd frontend
npm install
npm run dev