RF-DETR, Batch Processing, Instant Training, Serverless Inference, and More - What's New in Roboflow

Overview

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This video presentation features six mini-segments showcasing the latest tools and innovations from the Roboflow team. Explore RF-DETR, their newly released object detection model, and learn about improvements to Roboflow Instant for faster model training and deployment. Discover how to implement Polygon Zones to detect objects within defined areas using Workflows, and understand the new Microsoft SQL Server integration for sending vision application data to databases. Master batch processing techniques for efficiently handling thousands of images in large-scale projects, and learn about serverless inference options that enable quick deployment and easy scaling of vision applications. Each segment provides practical insights into computer vision tools that streamline development and deployment workflows.

Syllabus

✅ 00:00 RF-DETR: Get a quick introduction to our newly released object detection model.
✅ 05:13 Roboflow Instant: Learn about the latest improvements to our instant model training capabilities, enabling faster iteration and deployment.
✅ 12:15 Polygon Zones: See how to build an application to detect objects within defined zones with the new block in Workflows.
✅ 19:36 Microsoft SQL Server: Learn about sending data from a vision application to databases with this new integration.
✅ 21:57 Batch Processing: Discover how to efficiently process thousands of images, simplifying large-scale projects.
✅ 30:14 Serverless Inference: Learn how to deploy vision applications quickly and scale up easily with the new serverless option.

Taught by

Roboflow

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