https://github.com/sonhm3029/content-based-image-retrieval

Basic content based image retrieval using BIR dataset on kaggles. Using VGG16 to extract features
https://github.com/sonhm3029/content-based-image-retrieval

Last synced: 3 months ago
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Basic content based image retrieval using BIR dataset on kaggles. Using VGG16 to extract features

• Host: GitHub
• URL: https://github.com/sonhm3029/content-based-image-retrieval
• Owner: sonhm3029
• Created: 2023-03-23T15:40:46.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2023-11-22T17:07:26.000Z (over 1 year ago)
• Last Synced: 2025-01-17T01:23:49.135Z (5 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 23.1 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Content-based-image-retrieval

## I. Idea

### 1. Available data

- Using CNN to make features extraction from our images data, we retrieve the images data as vectors

### 2. Query data

- Turning the query image into vectors with the same way as our available data

### 3. Calculating the distance between the query data with our available data

### 4. Show K number of data that nearliest match the query data

## II. Pipeline

![](./src/assets/1.png)