Cover Image for Using Embeddings & Metrics to Build Better Computer Vision Models [Live Coding + Q&A]

Using Embeddings & Metrics to Build Better Computer Vision Models [Live Coding + Q&A]

Hosted by Tyler Odenthal
 
 
Zoom
Registration
Past Event
Welcome! To join the event, please register below.
About Event

​We're taking the confusion out of confusion matrices (amongst other computer vision evaluation techniques).

​This is a hands-on session where we'll use open source libraries like supervision and hosted tools like roboflow to debug model performance.

​Join this session and live Q&A where we'll walkthrough:

  • ​Using embeddings to identify patterns of model failure in your datasets

  • ​Identifying which metrics are best to prioritize in a given scenario, including precision, recall, F1, mAP

  • ​Walking through a confusion matrix and actioning what it tells us to improve our models.

​Please note this event is virtual, and RSVPs are individually approved to join the event. RSVP to ensure your spot.