Ravindu SenaratneinHeartbeatUnlocking the Power of ONNX: Model Interoperability and Boosting PerformanceIntroduction to ONNX and its benefits, with an example5 min read·Oct 24, 2023----
Ravindu SenaratneinDataDrivenInvestorBackground removal in images using OpenCV GrabCut algorithmBackground Removal in Images using OpenCV GrabCut Algorithm with Python and NodeJS·7 min read·May 30, 2023----
Ravindu SenaratneinArtificial Intelligence in Plain EnglishImage Subclassification Using Fast.aiHow to use Fast.ai for subclassification of lung cancer·6 min read·May 29, 2023----
Ravindu SenaratneinHeartbeatAnomaly Detection using LSTM AutoencoderUsing LSTM Encoder-Decoder Network for Anomaly Detection8 min read·Mar 21, 2022--1--1
Ravindu SenaratneinHeartbeatFine-Tuning BERT for Question AnsweringFine-Tuning BERT using CoQA dataset to build a Q&A model7 min read·Feb 4, 2022--1--1
Ravindu SenaratneinHeartbeatFine-Tuning BERT for Sentiment AnalysisExploring BERT and understand how to fine-tune it for any text classification task8 min read·Dec 27, 2021--1--1
Ravindu SenaratneinHeartbeatText Classification Using Bi-Directional LSTMExploring biLSTM and how to use it for text classification7 min read·Oct 21, 2021----
Ravindu SenaratneinHeartbeatLong Short-Term Memory (LSTM) for Sentiment AnalysisDefining the LSTM model architecture and implementing it for sentiment analysis9 min read·Oct 18, 2021----
Ravindu SenaratneinHeartbeatImplementing Real-Time OCR Using FlutterUsing Flutter Mobile Vision package to implement a real-time OCR on Mobile4 min read·Jun 14, 2021----
Ravindu SenaratneinHeartbeatImplementing Real-Time Pose Estimation on Mobile Using FlutterIntegrating Mobile Camera for Real-Time Pose Estimation with Flutter, TensorFlow Lite, and PoseNet5 min read·Mar 10, 2021--1--1