Day 6: 01 Sep 2018

Read training: Handwritten digits recognition using Tensorflow with Python

Recognize digits

Do it in my ipynb

I tried to move it to my ipynb.

There are some bugs in the training document, I fixed it and it can runs and output:
Accuracy: 0.2332
Model Execution Complete

Result is not good

But there is no information how to implement the model to recognize digits? The accuracy 0.2332 seems to be a bad result. How to improve it?

It works finally

I search again and find a *better* tutorial in Chinese. It got accuracy around 0.9. The description is better.

The question so far is how to implement the model to recognize digits?

Day 7: 09 Sep 2018

Finally, I failed…


I’m a graphic designer, but I want to know machine learning. It is possible? So that I create this post to keep tracking my study path. It is an on going project, the post will be updated day by day.

Day 1: 27/08/2018

Install TensorFlow
https://www.tensorflow.org/install/install_mac

Day 2: 28/08/2018

Play face recognize
Using Python face_recognition to train machine recognize Produce 48 1AM group members. They are 34-An-YuJin, 52-Choi-YeNa, 56-Lee-KaEun, 57-Huh-YoonJin, 74-Takahashi-Juri.

Training dataset
Write a Python script to auto capture and crop faces from a video. There is the result:

Using Python face_recognition to train machine recognize Produce 48 1AM group members. …

Design Quest

I love design, I love computing.

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