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Starts 7 June 2025 02:50
Ends 7 June 2025
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RF-DETR, Batch Processing, Instant Training, Serverless Inference, and More - What's New in Roboflow
Discover the latest Roboflow innovations through six mini-presentations covering RF-DETR object detection, instant training, polygon zones, SQL integration, batch processing, and serverless inference for computer vision applications.
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Overview
Discover the latest Roboflow innovations through six mini-presentations covering RF-DETR object detection, instant training, polygon zones, SQL integration, batch processing, and serverless inference for computer vision applications.
Syllabus
- Introduction to Roboflow Innovations
- RF-DETR Object Detection
- Instant Training
- Polygon Zones
- SQL Integration
- Batch Processing
- Serverless Inference
- Conclusion
Overview of new features
Importance for computer vision applications
Explanation of RF-DETR model
Comparison with other object detection methods
Use cases and application scenarios
Concept of instant model training
Advantages over traditional training methods
Practical demonstration
Definition and use of polygon zones in dataset annotation
Benefits for precision and accuracy
Examples of polygon zone usage
Integrating SQL with Roboflow for enhanced data management
Querying datasets directly within the platform
Use cases and benefits
Efficient batch processing methods in Roboflow
Handling large datasets
Strategies for optimizing workflows
Understanding serverless inference
Benefits for scalability and cost-efficiency
Real-world applications and examples
Recap of innovations
Impact on the future of computer vision applications
Subjects
Computer Science
