https://github.com/aaronlking/scene_classification

This is a jupyter notebook created to build familiarity with the the nearest neighbor classifier and two feature types used in conjunction.
https://github.com/aaronlking/scene_classification

classification computer-vision jupyter-notebook python

Last synced: 10 days ago
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This is a jupyter notebook created to build familiarity with the the nearest neighbor classifier and two feature types used in conjunction.

• Host: GitHub
• URL: https://github.com/aaronlking/scene_classification
• Owner: aaronlking
• Created: 2023-01-01T18:49:12.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-01-01T19:54:58.000Z (about 2 years ago)
• Last Synced: 2024-11-06T21:42:19.730Z (about 2 months ago)
• Topics: classification, computer-vision, jupyter-notebook, python
• Language: Jupyter Notebook
• Homepage:
• Size: 269 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Scene Classification with Bag of Words

This was the second assignment for CS479: Computer Vision at Sonoma State University. This assignment was made to compare the performance of two different feature and classifier combinations in the context of computer visions. The two combinations are as follows: Tiny Image Features combined with Nearest Neighbor Classifier and Bag of Sift Features combined with Nearest Neighbor Classifier. This project was directly motivated by Project 5 at Georgia Tech.