https://github.com/mrdbourke/udacitydlfoundationsp2
Second project of the Udacity Deep Learning Foundations Nanodegree
https://github.com/mrdbourke/udacitydlfoundationsp2
Last synced: 7 months ago
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Second project of the Udacity Deep Learning Foundations Nanodegree
- Host: GitHub
- URL: https://github.com/mrdbourke/udacitydlfoundationsp2
- Owner: mrdbourke
- Created: 2017-05-17T05:04:56.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2017-07-14T01:44:56.000Z (over 8 years ago)
- Last Synced: 2025-04-01T16:11:46.259Z (7 months ago)
- Language: HTML
- Homepage:
- Size: 111 KB
- Stars: 5
- Watchers: 2
- Forks: 3
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Project 2 - Image Classification
This is my second project submission for the Udacity Deep Learning Foundations Nanodegree. 6 weeks ago I was completely new to programming so this was a bit of stretch for me.
A large amount of the code was provided in the beginning. The project required the 'TO DO' sections to be filled in.
I struggled with adjusting the parameters for this network. You can see what layers I added/removed within the comments.
I ended up getting just over 50% accuracy for a CIFAR-10 dataset.
How I could improve:
- Fix parameters
- Add more layers (convolution layers and fully connected layers)
- Batch normalization (at this point I'm not entirely sure what this means but I will find out)
I learned an incredible amount through this project. I'm excited for the next module about RNN's.