Object Detection Project using Azure Custom Vision | Step-by-Step Tutorial | Microsoft Azure скачать в хорошем качестве

Object Detection Project using Azure Custom Vision | Step-by-Step Tutorial | Microsoft Azure

#azure #CustomVision #objectdetection Learn how to build an Object Detection Project using Azure Custom Vision step-by-step! 🚀 In this tutorial, Vatsalya shows how to create, train, and test a custom object detection model Object Detection Project using Azure Custom Vision | Step-by-Step Tutorial Welcome back to my channel! 👋 In this video, Vatsalya Prasad guides you through building an Object Detection Project using Microsoft Azure Custom Vision — a powerful AI service that helps you detect and classify objects in images without needing deep coding experience. Previously, we built an image classification project, and this time, we’re taking it a step further with object detection using Azure’s Cognitive Services. What You’ll Learn in This Video 1. What Azure Custom Vision is and how to use it 2.How to create an object detection project from scratch 3. How to upload, tag, and label your training images 4. How to train your custom AI model 5. How to test your model using both local files and image URLs 6. Understanding precision, recall, and mean average precision (mAP) 7. How to analyze your model’s performance results 🧩 Project Details 📌 Dataset Used: Car Object Detection Dataset (Thanks to Kaizen for providing the dataset 🙏) Dataset Link : https://www.kaggle.com/datasets/sshik... 📌 Platform: Azure Custom Vision 📌 Services: Cognitive Services – Computer Vision 📌 Azure Subscription: Azure for Students ⏱ Timestamps 0:00 – Introduction 0:30 – Overview of Azure Custom Vision 1:00 – Creating a new Object Detection Project 2:00 – Adding and Tagging Images 3:00 – Training the Model 5:00 – Understanding Precision, Recall & mAP 6:00 – Testing the Model with Local Files 7:00 – Testing the Model with Image URLs 8:00 – Model Performance & Conclusion 💬 GitHub Repository 🔗 Project Files & Dataset: https://github.com/fridady0/Object-De... 🙌 Connect & Support LinkedIn :   / vatsalya-prasad   If you found this tutorial helpful: 👍 Like the video 💬 Comment your questions or feedback 🔔 Subscribe for more AI, Machine Learning, Cloud and Azure projects #AzureCustomVision #ObjectDetection #ComputerVision #AI #MachineLearning #AzureAI #WatPrasad #DeepLearning #CustomVisionAI #CognitiveServices #MicrosoftAzure #AzureProjects #computer vision tutorial #beginner ai project #train image classifier azure #imageclassification azure #microsoft azure ai #customvisionaistepbystep #machinelearningazure #cloudcomputing #artificialintelligence #microsoftcustomvisionproject #objectdetection #ai #ml #azure #customvision #AI #MachineLearning #ComputerVision #MicrosoftAzure #azure custom vision #azureaitutorial #AI #MachineLearning