https://github.com/vanditg/image_analytics_task_ai_australia
This repository contains solutions or files of my attempt for the AI Austraial task of Image Analytics. The submission language is Python.
https://github.com/vanditg/image_analytics_task_ai_australia
blurred-background bounding-boxes computer-vision deep-learning deep-neural-networks face-detection face-quality facial-expression-recognition haarcascade-frontalface
Last synced: 7 months ago
JSON representation
This repository contains solutions or files of my attempt for the AI Austraial task of Image Analytics. The submission language is Python.
- Host: GitHub
- URL: https://github.com/vanditg/image_analytics_task_ai_australia
- Owner: Vanditg
- Created: 2020-08-12T15:33:53.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2020-08-12T22:09:01.000Z (about 5 years ago)
- Last Synced: 2025-02-14T19:29:38.298Z (8 months ago)
- Topics: blurred-background, bounding-boxes, computer-vision, deep-learning, deep-neural-networks, face-detection, face-quality, facial-expression-recognition, haarcascade-frontalface
- Language: Python
- Homepage:
- Size: 9.61 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
## Image_Analytics_Task_AI_Australia
This repository contains solutions or files of my attempt for the [AI Australia](https://aiaustralia.org/) task of Image Analytics. The submission language is [Python](https://www.python.org/).
## Easy Navigation for Problem Statement
[Problem Statement](https://github.com/Vanditg/Image_Analytics_Task_AI_Australia/blob/master/Problem_Statement/Digital%20Business%20Analyst%20Team%20Candidates%20%E2%80%93%20AI%20Careers.pdf)
## Instructions
To run the code, navigate to Submission_Code folder and type below command in the console:
```bash
python image_analytics.py --image_path
```
This will generate images in the samples folder.
```bash
i.e.: python image_analytics.py ../images/Vanditg.jpg or python image_analytics.py ../images/test.jpg
```
## Completed Tasks
```bash
Bounding-Box Generation
Facial Expression Classification
Face Quality Check
Blurred the Background except Face
```
## Dependencies
-- opencv-python==3.4.2.16
-- numpy==1.16.4
-- tensorflow-gpu==1.14.0
-- Keras==2.2.4
-- matplotlib==3.1.1
-- Pillow==6.1.0
## Tested on:
-- Windows 10
-- Linux 16.04