Building Robust Machine Learning Models from Noisy Labeled Data
Building Robust Machine Learning Models from Noisy Labeled Data
Tue, Mar 28, 2023 9:00 AM PDT (-07:00)
Free
Actions Panel
Intro to Computer Vision: Building Object Detection Models and Datasets
Build your own object detection model from start to finish. Includes step-by-step instructions on data annotation and model training.
By Plainsight
When and where
Date and time
Wednesday, October 27, 2021 · 5:30 - 7:30pm PDT
Location
Online
About this event
Join this hands-on workshop to get started with computer vision and object detection.
Build your own object detection model from start to finish. Includes step-by-step instructions on data annotation and model training with your own dataset.
Object classification and localization within an image is foundational to many computer vision applications.
The event is supported by AICamp (Enable every developer to learn and practice AI/ML/Data technology from anywhere at any time).
In this workshop we'll cover:
- High level computer vision applications & concepts
- How to label your own dataset for object detection & computer vision
- How to train your model using a Faster R-CNN in python & detectron2 (a PyTorch based modular object detection library)
- Run the model for object detection on images & video
What you’ll need:
- A modern web browser
- A Google account (Colab is a tool made by Google)
- Sign up free for Plainsight Data Annotation (https://bit.ly/plainsight-data-annotation)
Who should attend:
Anyone interested in computer vision! This workshop is designed to be approachable for most skill levels. Knowing some python programming will help, but it's not required. We encourage anyone who is curious to attend and ask questions!
About the instructor:
Sage Elliott will be leading this workshop. He's passionate about making AI approachable for everyone and loves building things with technology. Connect with Sage on LinkedIn: https://www.linkedin.com/in/sageelliott/
About Plainsight:
Plainsight streamlines vision AI for enterprises with new ways to analyze, share and benefit from valuable visual information. Solving problems where others have failed, Plainsight helps the world’s most innovative customers realize the potential of their data through smart, easy to use, effective solutions. Our intuitive, low-code platform gives every team across organizations the ability to build, manage, and operationalize solutions. With actionable insights and unblinking accuracy, Plainsight powers enterprise-ready applications to automate processes, mitigate risk, enhance product portfolios, and increase revenue opportunities. For more information, visit https://plainsight.ai/.