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Whether you are counting cars on a road or people who are stranded on rooftops in a natural disaster, there are plenty of use cases for object detection. Often times, pre-trained object detection models do not suit your needs & you need to create your own custom models. How can you use machine learning to train your own custom model without substantive computing power & time? Watson Machine Learning. How can you use your custom-trained model to detect objects, in real time, with complete user privacy, all on a device with limited computing power? Apples Core ML, TensorFlow.js, & TensorFlow Lite.
In this workshop, you will learn how to build an app that lets you use your own custom-trained models to detect objects. Youll create an IBM Cloud Object Storage instance to store your labeled data, then after your data is ready, youll learn how to start a Watson Machine Learning instance to train your own custom model on top-of-the-line GPUs. After your model has completed training, you can plug the model into your application.
By the end of this workshop attendees should be able to:
- Label data that can be used for object detection
- Use your custom data to train a model using Watson Machine Learning
- Detect objects with Core ML
**Please bring your Meetup RSVP Confirmation & ID to check-in**
Agenda:
630pm - doors open, check-in, & get some food
645pm - round-robin introductions & get to know each other
7-8pm - hands-on workshop
8-830pm - additional working time
845pm - venue closes
Who is this event for?
This workshop is for both beginners & experienced developers, makers, tech enthusiasts, entrepreneurs, & anyone who is interested in object detection
Get a head start with IBM Cloud, sign up via: https://ibm.biz/Bdzg7y
About the Presenter
Pooja Mistry (@poojamakes) is a developer advocate for IBM Cloud. She works on expanding the reach of IBM's technology to New York City's developer community. Her area of interest includes prototyping with NodeRED & working with AI services to build fun & interesting things! Prior to living in NYC, Pooja lived in Boston, MA where she was working as an API automation engineer in the healthcare tech industry. She mainly works in Javascript & Java, however she tinkers with Python. She is currently passionate about Node-RED & building IoT applications using Node-RED services. She is a strong believer in helping new technologist get up & running with technology & feel confident in their abilities to make!
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