PinnedPublished inTowards AILightweight YOLO Detection with YOLO-based Object Tracking from ScratchDesigning YOLO and object tracking models from scratch with OpenCV data simulationAug 1, 2024Aug 1, 2024
PinnedPublished inTowards AITransfer Learning and Convolutional Neural Networks (CNN) — Complete GuideA complete guide from CNN to Transfer Learning, with application on Kaggle’s Cat versus Dog datasetSep 11, 2022A response icon2Sep 11, 2022A response icon2
Published inTowards AIA Practical Introduction to Artificial Intelligence and Computer VisionA layman's guide to the world of Artificial Intelligence and Computer Vision with YouTube tutorialNov 7Nov 7
Published inTowards AIIntroductory Python: Basic Python Objects, Functions, and Loops— Part 1A complete introduction to built-in Python objects, functions, loops to error handlingOct 24Oct 24
Published inTowards AIAn Introduction to PyTorch versus TensorFlow for Deep LearningA side-by-side comparison of PyTorch and TensorFlow for training and inference of neural networksNov 13, 2024Nov 13, 2024
Published inTowards AIOptical Character Recognition (OCR) with CNN-LSTM Attention Seq2SeqExploring the Attention-based CNN-LSTM Seq2Seq model for effective OCR with TensorFlowSep 8, 2024A response icon1Sep 8, 2024A response icon1
Published inTowards AIReinforcement Learning: Introducing Deep Q* Networks — Part 6An adjusted framework combining Deep Q-Networks with a trainable exploration heuristic and supervisionJul 19, 2024A response icon1Jul 19, 2024A response icon1
Published inTowards AIGraph Neural Networks (GNN) — Concepts and ApplicationsExploring the concept and applications of Graphs, and how to apply Neural Networks to itMay 23, 2024May 23, 2024
Published inTowards AIDemystifying the Receiver Operating Characteristic (ROC) CurveInterpreting the metrics behind a supervised classification model, in particular, the ROC curve and AUCApr 22, 2024A response icon3Apr 22, 2024A response icon3
Published inTowards AIReinforcement Learning: Multi-Agent Cooperation with MADQN— Part 5Multi-agent reinforcement learning with 3 MADQN frameworks on the ma-gym’s “Switch4” environmentDec 24, 2023Dec 24, 2023