Joel ChaoinjoelthchaoMonitor Temperature and Humidity by Raspberry PiIn order to find out performance of my dehumidifier, I use Raspberry Pi to detect temperature and humidity in my room and generate…Mar 18, 2018Mar 18, 2018
Joel ChaoinjoelthchaoReview of Unsupervised Feature LearningThis is a brief review of tutorials from Stanford University— Unsupervised Feature Learning and Deep Learning. Notice that we skip details…Oct 3, 2017Oct 3, 2017
Joel ChaoinjoelthchaoHow 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…Sep 16, 20171Sep 16, 20171
Joel ChaoinjoelthchaoProgrammatically Detect Corrupted ImageWhen we download a huge image dataset from the internet, occasionally we may encounter image corruption due to incomplete download. For…Aug 20, 20171Aug 20, 20171
Joel ChaoinjoelthchaoKeras’s Callback as a Flexible Tool to Monitor Model StatisticSometime 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…Jul 2, 20171Jul 2, 20171