Using Object Detection for Complex Image Classification Scenarios Part 1:

WikipediaInteractive deep learning with Jupyter, Docker and PyTorch on the Data Science Virtual Machine …Learn to train deep learning models with Jupyter, PyTorch and the Data Science Virtual the following series we are going to explore some of these technologies and architectures to solve our own complex policy classification scenario.Series GoalsBy the end of this series you should betterUnderstand the AI Computer Vision LandscapeBe able to build an deploy a Custom Vision service modelBuild a CNN image recognition model with Keras and transfer learningUse VoTT and FasterRCNN to annotate and train an object detection model for complex classification scenariosTrain and deploy custom Computer Vision models on the cloud using the Azure ML Service and ACIResourcesThe Pythic Coder’s Recommended Content for Getting Started with Machine Learning on AzureTldr; Since the post on DevOps resources was well received, and it can be difficult tracking down documentation, I was…medium.comaribornstein – Overview@pythiccoder..aribornstein has 68 repositories available..Follow their code on GitHub.github.comCognitive Services | Microsoft AzureMicrosoft Azure Stack is an extension of Azure-bringing the agility and innovation of cloud computing to your… PostThe next post in this series will review how to approach this task with the Custom Vision Service subsequent posts will address the following:Policy Recognition with Keras CNNs, MobileNet and Transfer LearningPolicy Detection with Keras RetinaNetTraining and Computer Vision Models on the Cloud using Azure ML ServiceTrain a Computer Vision Model on a Remote Cluster with Azure Machine LearningIf you have any questions, comments, or topics you would like me to discuss feel free to follow me on Twitter if there is a milestone you feel I missed please let me know.About the AuthorAaron (Ari) Bornstein is an avid AI enthusiast with a passion for history, engaging with new technologies and computational medicine..As an Open Source Engineer at Microsoft’s Cloud Developer Advocacy team, he collaborates with Israeli Hi-Tech Community, to solve real world problems with game changing technologies that are then documented, open sourced, and shared with the rest of the world.. More details

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