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https://github.com/hazooree/a-simple-trained-lenet-model
A Simple Trained LeNET Model for handwritten digit recognition
https://github.com/hazooree/a-simple-trained-lenet-model
colaboratory conv2d handwritten-digit-recognition maxpooling
Last synced: 19 days ago
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A Simple Trained LeNET Model for handwritten digit recognition
- Host: GitHub
- URL: https://github.com/hazooree/a-simple-trained-lenet-model
- Owner: hazooree
- Created: 2018-12-11T11:13:47.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2018-12-11T11:33:46.000Z (about 6 years ago)
- Last Synced: 2024-11-10T03:35:41.409Z (3 months ago)
- Topics: colaboratory, conv2d, handwritten-digit-recognition, maxpooling
- Language: Jupyter Notebook
- Homepage:
- Size: 52.7 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# A-Simple-Trained-LeNET-Model
A Simple Trained LeNET Model
# Model Summary
Layer (type) Output Shape Param
=================================================================
conv2d_1 (Conv2D) (None, 24, 24, 6) 156
_________________________________________________________________
max_pooling2d_1 (MaxPooling2 (None, 12, 12, 6) 0
_________________________________________________________________
conv2d_2 (Conv2D) (None, 8, 8, 12) 1812
_________________________________________________________________
max_pooling2d_2 (MaxPooling2 (None, 4, 4, 12) 0
_________________________________________________________________
flatten_1 (Flatten) (None, 192) 0
_________________________________________________________________
dense_1 (Dense) (None, 10) 1930
_________________________________________________________________
activation_1 (Activation) (None, 10) 0
=================================================================
Total params: 3,898
Trainable params: 3,898
Non-trainable params: 0
_________________________________________________________________