- Assignments for udacity deep learning class.
- Do it yourself, Compare it with your colleague.
- I like OpenCV better than matplotlib.
- I prefer using '.py' to '.ipynb'.
- People who are familar with python (like me), There are .py files instead of .ipynb in each folder
jupyter nbconvert --to python *.ipynb
| Assignment | # of Problems | Done | Valid Accuracy | Test Accuracy |
|---|---|---|---|---|
| 1_notmnist | 6 | 6 | 75.9% | 84.0% |
| 2_fullyconnected | 1 | 1 | 79.5% | 87.0% |
| 3_regularization | 4 | 4 | 90.9% | 96.3% |
| 4_convolutions | 2 | 2 | 88.8% | 95.0% |
| 5_word2vec | 1 | |||
| 6_lstm | 3 |
- Tensorflow '0.11.0rc0'
- OpenCV '2.4.8'
import tensorflow as tf
print(tf.__version__)
import cv2
print(cv2.__version__)