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Random Thinking About Deep Learning
by joelthchao
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Monitor Temperature and Humidity by Raspberry Pi
Monitor Temperature and Humidity by Raspberry Pi
In order to find out performance of my dehumidifier, I use Raspberry Pi to detect temperature and humidity in my room and generate…
Joel Chao
Mar 18, 2018
Review of Unsupervised Feature Learning
Review of Unsupervised Feature Learning
This is a brief review of tutorials from Stanford University— Unsupervised Feature Learning and Deep Learning. Notice that we skip details…
Joel Chao
Oct 3, 2017
How Dead Neurons Hurt Deep Learning Training ?
How Dead Neurons Hurt Deep Learning Training ?
It is refer as “dead neurons”, when we train a neural network improperly, as a result, some neurons die, produce unchangeable activation…
Joel Chao
Sep 16, 2017
Programmatically Detect Corrupted Image
Programmatically Detect Corrupted Image
When we download a huge image dataset from the internet, occasionally we may encounter image corruption due to incomplete download. For…
Joel Chao
Aug 19, 2017
Keras’s Callback as a Flexible Tool to Monitor Model Statistic
Keras’s Callback as a Flexible Tool to Monitor Model Statistic
Sometime when we train our model, we not only want to monitor some standard metrics (e.g. loss, accuracy, MSE) but also want to put in a…
Joel Chao
Jul 2, 2017
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