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.

All labels observed (5)

How this entity was disambiguated

Statements (53)

Predicate Object
instanceOf software development kit ⓘ
streaming analytics toolkit ⓘ
developer NVIDIA ⓘ
linked to: NVIDIA Corporation
hasPurpose building real-time AI-powered video analytics applications ⓘ
streaming sensor data analytics ⓘ
includesComponent C/C++ APIs ⓘ
DeepStream GStreamer plugins ⓘ
linked to: DeepStream SDK

Python bindings ⓘ
configuration-driven pipelines ⓘ
sample reference applications ⓘ
license proprietary ⓘ
optimizedFor NVIDIA AI inference ⓘ
high-throughput video analytics ⓘ
partOf NVIDIA AI software stack ⓘ
linked to: NVIDIA CUDA-X AI
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 ⓘ
linked to: GPU

NVIDIA Jetson edge devices ⓘ
NVIDIA dGPU platforms ⓘ
supportsModality audio ⓘ
image ⓘ
multisensor data ⓘ
video ⓘ
supportsPlatform Linux ⓘ
NVIDIA Jetson Linux ⓘ
linked to: NVIDIA JetPack SDK

x86_64 Linux ⓘ
supportsProtocol HTTP ⓘ
Kafka ⓘ
MQTT ⓘ
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 ⓘ
linked to: NVIDIA CUDA

GStreamer ⓘ
NVIDIA Triton Inference Server ⓘ
TensorRT ⓘ
linked to: NVIDIA TensorRT
website https://developer.nvidia.com/deepstream-sdk ⓘ
linked to: DeepStream SDK

How these facts were elicited

Referenced by (6)

Full triples — surface form annotated when it differs from this entity's canonical label.

NVIDIA TensorRT → integratesWith → NVIDIA DeepStream ⓘ
linked to: DeepStream SDK
NVIDIA JetPack SDK → includesComponent → NVIDIA DeepStream SDK (optional / via add-on) ⓘ
linked to: DeepStream SDK
DeepStream SDK → includesComponent → DeepStream GStreamer plugins ⓘ
linked to: DeepStream SDK
DeepStream SDK → website → https://developer.nvidia.com/deepstream-sdk ⓘ
linked to: DeepStream SDK
NVIDIA Developer website → hostsSDK → NVIDIA DeepStream ⓘ
linked to: DeepStream SDK