Socret LeeinTowards Data ScienceBuilding a Khmer Spelling CheckerLearning about the BK-tree and the Edit Distance (a.k.a Levenshtein Distance)·9 min read·May 26, 2022--1--1
Socret LeeinTowards Data ScienceUnderstanding Homography (a.k.a Perspective Transformation)Looking at things from different perspectives·6 min read·Jan 31, 2022--2--2
Socret LeeFlutter in the Wild: A Developer’s Case Study with Sastra Film’s VOD Streaming AppMy journey with using Flutter to build a real-world app·3 min read·Sep 10, 2021--1--1
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part VI — Model EvaluationEvaluating a trained SSD model·11 min read·Jun 26, 2021----
Socret LeeinTowards Data ScienceSimplify Polylines with the Douglas Peucker AlgorithmAn algorithm to reduce the number of data points in a polyline·5 min read·May 8, 2021----
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part V — Predictions DecodingConstructing a Keras layer to decode predictions produced by the SSD Network·4 min read·Mar 29, 2021----
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part IV — Data AugmentationPython code for augmenting training samples for the SSD network·6 min read·Mar 16, 2021----
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part III — Data PreparationImplementing Keras’s Data Generator for SSD·5 min read·Feb 21, 2021--1--1
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part II — Loss FunctionsImplement SSD Loss Functions in Keras·7 min read·Feb 8, 2021--1--1
Socret LeeinTowards Data SciencePersonal Knowledge Management as a Machine Learning EngineerMy system to capture, store and retrieve information·5 min read·Jan 28, 2021--4--4