PinnedAsad iqbalTop 10 Machine Learning Algorithms for 2024Essentials of machine learning algorithms with implementation in PythonAug 244Aug 244
Asad iqbalTesting AI Models? Here’s What You Need to Know🚧Debugging and testing AI models require distinct approaches compared to traditional software systems, as AI models involve dynamic learning…3d ago3d ago
Asad iqbalinThe Deep HubContrastive Language-Image Pre-Training (CLIP): A Comprehensive Overview📐In machine learning, Contrastive Language-Image Pre-Training (CLIP) has gotten a lot of interest because of its capacity to connect…Oct 25Oct 25
Asad iqbalZero-Shot Learning: Everything You Need to Know📌Zero-shot learning (ZSL) has emerged as a key technique for enabling models to perform tasks without prior explicit training on those…Oct 241Oct 241
Asad iqbalYOLOv8 Explained: Everything You Need to Know🧠The field of object detection is experiencing rapid growth, driven by advancements in deep learning technologies. Recent breakthroughs have…Oct 192Oct 192
Asad iqbalDesign, Develop, Deploy: The AI Lifecycle⏳The lifecycle of an AI project is a multi-phase process that begins with defining a problem and concludes with deploying a solution.Oct 18Oct 18
Asad iqbalinAI AdvancesGuide to AI Development Environments💻Developing AI systems is a complex process that requires specialized tools and environments to create, train, test, and deploy AI models…Oct 14Oct 14
Asad iqbalinTowards AI🤙Sign Language Detection using YOLO11This isn’t just an incremental upgrade. YOLO11 represents a significant leap forward, promising to redefine what’s possible in AI-powered…Oct 82Oct 82
Asad iqbalinTowards AIA Comprehensive Guide to Loss Functions🔥: The Backbone of Machine LearningOur detailed guide will help you understand the importance of loss functions in machine learning. It will help you distinguish between loss…Sep 263Sep 263
Asad iqbalTransfer learning using Pytorchwe’ll fine-tune a VGG model with PyTorch on the Caltech-101 dataset while showcasing how leveraging a pre-trained model can boost…Sep 22Sep 22