Ravindu SenaratneinHeartbeatUnlocking the Power of ONNX: Model Interoperability and Boosting PerformanceIntroduction to ONNX and its benefits, with an exampleOct 24, 2023Oct 24, 2023
Ravindu SenaratneinDataDrivenInvestorBackground removal in images using OpenCV GrabCut algorithmBackground Removal in Images using OpenCV GrabCut Algorithm with Python and NodeJSMay 30, 2023May 30, 2023
Ravindu SenaratneinArtificial Intelligence in Plain EnglishImage Subclassification Using Fast.aiHow to use Fast.ai for subclassification of lung cancerMay 29, 2023May 29, 2023
Ravindu SenaratneinHeartbeatAnomaly Detection using LSTM AutoencoderUsing LSTM Encoder-Decoder Network for Anomaly DetectionMar 21, 20221Mar 21, 20221
Ravindu SenaratneinHeartbeatFine-Tuning BERT for Question AnsweringFine-Tuning BERT using CoQA dataset to build a Q&A modelFeb 4, 20221Feb 4, 20221
Ravindu SenaratneinHeartbeatFine-Tuning BERT for Sentiment AnalysisExploring BERT and understand how to fine-tune it for any text classification taskDec 27, 20211Dec 27, 20211
Ravindu SenaratneinHeartbeatText Classification Using Bi-Directional LSTMExploring biLSTM and how to use it for text classificationOct 21, 2021Oct 21, 2021
Ravindu SenaratneinHeartbeatLong Short-Term Memory (LSTM) for Sentiment AnalysisDefining the LSTM model architecture and implementing it for sentiment analysisOct 18, 2021Oct 18, 2021
Ravindu SenaratneinHeartbeatImplementing Real-Time OCR Using FlutterUsing Flutter Mobile Vision package to implement a real-time OCR on MobileJun 14, 2021Jun 14, 2021
Ravindu SenaratneinHeartbeatImplementing Real-Time Pose Estimation on Mobile Using FlutterIntegrating Mobile Camera for Real-Time Pose Estimation with Flutter, TensorFlow Lite, and PoseNetMar 10, 20211Mar 10, 20211
