https://github.com/carseven/convolutional-neural-network-mnist
TFG
https://github.com/carseven/convolutional-neural-network-mnist
convolutional-neural-networks deep-learning image-classification keras mnist tensorflow
Last synced: 2 months ago
JSON representation
TFG
- Host: GitHub
- URL: https://github.com/carseven/convolutional-neural-network-mnist
- Owner: carseven
- License: mit
- Created: 2020-03-15T18:29:13.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2022-11-21T21:51:47.000Z (over 3 years ago)
- Last Synced: 2025-01-18T00:25:54.782Z (over 1 year ago)
- Topics: convolutional-neural-networks, deep-learning, image-classification, keras, mnist, tensorflow
- Language: Python
- Homepage:
- Size: 47.9 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 13
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Metadata Files:
- Readme: README.md
- License: LICENSE.txt
Awesome Lists containing this project
README
# Implementation of deep neural network structures for the recognition of handwritten alphanumeric signs
The goal of the end of degree work is to implement different types of neural networks for the recognition and classification of images with alphanumeric signs (letters and numbers) in manuscripts. The field of deep learning and, in particular, deep neural networks will be analyzed. Once the knowledge on the subject is obtained, the most extended models to recognize and classify images of alphanumeric handwritten signs will be implemented. Then, variations of structures/parameters/neural network learning algorithms will be implemented to improve the performance and accuracy of the obtained systems.
All the detailed information can be found in the documentation [here](https://github.com/carseven/Convolutional-Neural-Network-MNIST/blob/master/doc/TFG.pdf). The documentation is in Spanish, for more information contact me.