Use Focal Loss To Train Model Using Imbalanced Dataset 03-04-2019 06-30-2019 blog 12 minutes read (About 1859 words)Understand the Advantages of Focal Loss in Object Detection Computer Vision, Object Detection Read More
Ubuntu 18.04 LTS No Sound Fix 02-24-2019 02-24-2019 blog 6 minutes read (About 952 words)A 24-Hour Debug Experience Ubuntu, Linux Read More
Simple GitHub Backup Tutorial 01-27-2019 01-27-2019 blog 2 minutes read (About 313 words)Clone All Your Repositories to Local Computer GitHub Read More
Batch Normalization Explained 09-07-2018 05-31-2019 blog 6 minutes read (About 961 words)Fill More Holes in Deep Learning Deep Learning Read More
Guide to TensorFlow Dataset API 08-11-2018 08-11-2018 blog 17 minutes read (About 2481 words)Harness TensorFlow Dataset API for Real Applications TensorFlow Read More
Image Pyramids and Its Applications in Deep Learning 08-04-2018 08-04-2018 blog 8 minutes read (About 1137 words)Traditional Computer Vision Techniques Boosted Deep Learning Deep Learning, Computer Vision Read More
Maximum Likelihood Estimation of N-Gram Model Parameters 06-09-2018 04-30-2025 blog 9 minutes read (About 1417 words)Mathematical Proof of the Maximum Likelihood Estimation of N-Gram Model Parameters Probability, Natural Language Processing Read More
Jupyter Notebook On Docker 05-21-2018 05-21-2018 blog 4 minutes read (About 588 words)Using Jupyter Notebook on Docker Docker, Jupyter Notebook Read More
TensorBoard On Docker 05-15-2018 05-15-2018 blog 4 minutes read (About 559 words)Visualization of TensorBoard on Docker TensorFlow, TensorBoard, Docker Read More
LogSumExp and Its Numerical Stability 05-04-2018 05-04-2018 blog 3 minutes read (About 449 words)Never Jump Out of Log Domain Numerical Stability Read More
Setting Up Jekyll Site Locally 04-01-2018 12-31-2020 blog 6 minutes read (About 837 words)Some Jekyll Notes Web Development Read More
Multivariate Gaussian and Covariance Matrix 03-30-2018 03-30-2018 blog 7 minutes read (About 1057 words)Fill Up Some Probability Holes Probability, Linear Algebra Read More