Socret LeeinTowards Data ScienceBuilding a Khmer Spelling CheckerLearning about the BK-tree and the Edit Distance (a.k.a Levenshtein Distance)May 26, 20221May 26, 20221
Socret LeeinTowards Data ScienceUnderstanding Homography (a.k.a Perspective Transformation)Looking at things from different perspectivesJan 31, 20222Jan 31, 20222
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 appSep 10, 20211Sep 10, 20211
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part VI — Model EvaluationEvaluating a trained SSD modelJun 26, 2021Jun 26, 2021
Socret LeeinTowards Data ScienceSimplify Polylines with the Douglas Peucker AlgorithmAn algorithm to reduce the number of data points in a polylineMay 8, 20211May 8, 20211
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part V — Predictions DecodingConstructing a Keras layer to decode predictions produced by the SSD NetworkMar 29, 2021Mar 29, 2021
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part IV — Data AugmentationPython code for augmenting training samples for the SSD networkMar 16, 2021Mar 16, 2021
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part III — Data PreparationImplementing Keras’s Data Generator for SSDFeb 21, 20211Feb 21, 20211
Socret LeeinTowards Data ScienceImplementing Single Shot Detector (SSD) in Keras: Part II — Loss FunctionsImplement SSD Loss Functions in KerasFeb 8, 20211Feb 8, 20211
Socret LeeinTowards Data SciencePersonal Knowledge Management as a Machine Learning EngineerMy system to capture, store and retrieve informationJan 28, 20214Jan 28, 20214
