12/31/2022 0 Comments Android 6.0.1 note 4 featuresYou can also integrate custom functions and libraries in DeepStream.ĭeepstream offers the flexibility from rapid prototyping to full production level solutions. DeepStream ships with various hardware accelerated plugins and extensions.ĭeepStream is built for both developers and enterprises and offers extensive AI model support for popular object detection and segmentation models such as state of the art SSD, YOLO, FasterRCNN, and MaskRCNN. DeepStream brings development flexibility by giving developers the option to develop in C/C++,Python, or use low-code graphical programming with Graph Composer. Note that running on the DLAs for Jetson Xavier NX and Jetson AGX Xavier frees up GPU for other tasks.ĭevelopers can build seamless streaming pipelines for AI-based video, audio, and image analytics using DeepStream. It takes multiple 1080p/30fps streams as input. The following table shows the end-to-end application performance from data ingestion, decoding, image processing to inference. To reduce development efforts and increase throughput, developers can use highly accurate pre-trained models from TAO Toolkit and deploy with DeepStream. NVIDIA’s DeepStream SDK delivers a complete streaming analytics toolkit for AI-based multi-sensor processing, video, audio and image understanding.ĭeepStream is for vision AI developers, software partners, startups and OEMs building IVA apps and services.ĭeepStream is also an integral part of NVIDIA Metropolis, the platform for building end-to-end services and solutions that transform pixel and sensor data to actionable insights.Īchieving Higher Accuracy & Real-Time Performance Using DeepStreamĭeepStream offers exceptional throughput for a wide variety of object detection, image classification and instance segmentation based AI models.
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