CNN Parameter Tuner 2.0.0
Description
Greetings and welcome to CNN Parameter Tuner 2.0.0! This innovative application is your gateway to the captivating world of Convolutional Neural Network Parameter Tuning. Dive into the realm of image analysis, powered by Convolutional Neural Networks (CNN), and fine-tune this algorithm with precision and ease, experimenting with Train-Test ratios, Custom CNN model, Epochs, Batch sizes, Activation functions, Optimizer functions, and Loss functions, etc.
Please ensure that the images are organized into separate folders, with the folder names representing the class labels for the classification task. Once the data is loaded, the software will automatically recognize the folder names as the class labels.
Download the Handbook from Github: CNN Parameter Tuner Handbook
Files
CNN Parameter Tuner V 2.0 Handbook.pdf
Files
(736.1 MB)
Name | Size | Download all |
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md5:a9991938937171a1b6acaea883260d34
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6.0 MB | Preview Download |
md5:b23d2a80889caa9580e2e17e16410063
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730.1 MB | Download |
Additional details
Related works
- Has part
- Journal article: 10.1016/j.ecoinf.2024.102932 (DOI)
Software
- Repository URL
- https://github.com/Gokultcr/CNN-Parameter-Tuner-1.0
- Programming language
- Python
- Development Status
- Active