CNN_Tutorial

Healthhub Tutorial(Classification, Detection, Segmentation)
Detection, Segmentation Skip

Explain

I only use TF1.X.
But I need to use Pytorch.
If I can use TF2.X, I try it and upload on it.

Classification

References : RTOSChansu Github(https://github.com/RTOSChansu)

Model : VGG16

Dataset : MNIST Grayscale Handwriting(1Channel)

Result :

• Training : 1 Epoch
• Test Loss : 0.051577
  Accuracy : 0.98

Package :

CPU

• Python 3.8.5
• Numpy 1.19.2
• Pytorch 1.9.0+cpu --> CPU Version
• Matplotlib 3.3.2

GPU

• Python 3.6.13
• Numpy 1.19.2
• Pytorch 1.8.1+cuda 11.1 --> GPU Version
• Matplotlib 3.3.4