https://github.com/dussanfreire/neural-network__number-recognition-and-basic-arithmetic-operations
https://github.com/dussanfreire/neural-network__number-recognition-and-basic-arithmetic-operations
computer-vision neural-network
Last synced: 21 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/dussanfreire/neural-network__number-recognition-and-basic-arithmetic-operations
- Owner: DussanFreire
- Created: 2021-12-07T04:45:41.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2024-10-10T12:50:49.000Z (over 1 year ago)
- Last Synced: 2025-01-07T12:47:32.535Z (over 1 year ago)
- Topics: computer-vision, neural-network
- Language: Python
- Homepage:
- Size: 40.6 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
Neural Network for Number Recognition and Basic Arithmetic Operations
About |
Features |
Technologies
## :dart: About
This project implements a neural network that uses a PC camera to recognize handwritten numbers and basic mathematical symbols, allowing users to perform operations between them. The results of the operations are then displayed graphically.
## :sparkles: Features
:heavy_check_mark: Number Recognition: Detects and interprets handwritten numbers using neural network algorithms.
:heavy_check_mark: Symbol Recognition: Recognizes basic arithmetic operators such as + and -.
:heavy_check_mark: Perform Arithmetic Operations: Executes basic arithmetic operations on recognized numbers and displays the results.
## :rocket: Technologies
This project is built using the following technologies:
- [Python](https://www.python.org/): Main programming language for building and training the neural network.
- [cv2](https://pypi.org/project/opencv-python/): Used for image processing and capturing video input from the camera.
- [Anaconda](https://www.anaconda.com/products/individual): Simplifies package management and deployment, making it easy to manage dependencies.