DeepStream SDK
E758264
DeepStream SDK is NVIDIA’s streaming analytics toolkit designed for building high-performance, real-time AI-powered video and sensor processing applications on GPUs and edge devices.
Observed surface forms (1)
| Surface form | Occurrences |
|---|---|
| NVIDIA DeepStream | 1 |
Statements (53)
| Predicate | Object |
|---|---|
| instanceOf |
software development kit
ⓘ
streaming analytics toolkit ⓘ |
| developer | NVIDIA NERFINISHED ⓘ |
| hasPurpose |
building real-time AI-powered video analytics applications
ⓘ
streaming sensor data analytics ⓘ |
| includesComponent |
C/C++ APIs
ⓘ
DeepStream GStreamer plugins NERFINISHED ⓘ Python bindings ⓘ configuration-driven pipelines ⓘ sample reference applications ⓘ |
| license | proprietary ⓘ |
| optimizedFor |
NVIDIA AI inference
NERFINISHED
ⓘ
high-throughput video analytics ⓘ |
| partOf | NVIDIA AI software stack NERFINISHED ⓘ |
| supportsFeature |
edge-to-cloud deployment
ⓘ
event metadata generation ⓘ hardware-accelerated decoding ⓘ hardware-accelerated encoding ⓘ low-latency streaming ⓘ message brokering ⓘ multi-stream video processing ⓘ real-time analytics ⓘ zero-copy memory management ⓘ |
| supportsHardware |
NVIDIA GPUs
NERFINISHED
ⓘ
NVIDIA Jetson edge devices NERFINISHED ⓘ NVIDIA dGPU platforms NERFINISHED ⓘ |
| supportsModality |
audio
ⓘ
image ⓘ multisensor data ⓘ video ⓘ |
| supportsPlatform |
Linux
ⓘ
NVIDIA Jetson Linux NERFINISHED ⓘ x86_64 Linux ⓘ |
| supportsProtocol |
HTTP
NERFINISHED
ⓘ
Kafka NERFINISHED ⓘ MQTT NERFINISHED ⓘ RTSP ⓘ |
| supportsUseCase |
image classification
ⓘ
industrial inspection ⓘ intelligent video analytics ⓘ license plate recognition ⓘ object detection ⓘ object tracking ⓘ occupancy analytics ⓘ retail analytics ⓘ segmentation ⓘ smart cities ⓘ traffic monitoring ⓘ |
| usesFramework |
CUDA
NERFINISHED
ⓘ
GStreamer NERFINISHED ⓘ NVIDIA Triton Inference Server NERFINISHED ⓘ TensorRT NERFINISHED ⓘ |
| website | https://developer.nvidia.com/deepstream-sdk NERFINISHED ⓘ |
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
NVIDIA DeepStream