Developer Resources
1. Automatic Ground Truth Generation (AGTG)​
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Manually labelling datasets can be tedious and error-prone. With AGTG, EdgeFirst Studio automates dataset annotation by using AI-driven techniques, accelerating dataset creation and improving consistency.
2. ModelPack for Real-Time Detection & Segmentation at the Edge
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ModelPack is capable of real-time object detection & segmentation with as little as 0.5 TOPS. See for yourself what you can achieve in under an hour from data collection to deployed real-time object detection & segmentation by following the ModelPack Tutorial.
4. Built-in Middleware and Dataset Collection Tools
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With services like the MCAP Recording and Replay Service, developers can capture, review, and replay synchronized sensor data streams, crucial for building and debugging multi-sensor systems.
5. Foxglove Studio Integration for Visualization
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EdgeFirst Studio integrates tightly with Foxglove Studio, allowing teams to visualize datasets, inspect 3D spatial perception, and debug complex perception pipelines through an intuitive graphical interface.
6. Advanced Data Augmentation for Vision Models
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Do you need to make your models more robust? EdgeFirst Studio offers a wide range of configurable vision augmentations, such as brightness, noise, blur, and geometric transformations, which are critical for training models that can handle the variability of real-world scenes.
7. API-First Design for Automation and Customization
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Want to integrate EdgeFirst into your own pipelines? The full Studio Client API lets you automate dataset creation, model training, validation, and deployment, perfect for scaling operations or building custom developer workflows.
