CONTENT ANALYSIS
Detect, segment, count, and match
Run object detection, image segmentation, classification counting, and feature matching. Read license plates and other text in the frame.
NEXVDO SDK — ANALYSIS
Your models, against live video, on-device.
Run detection, segmentation, recognition, and behavior analysis against live video. Deploy on cloud or edge systems with NVIDIA and Intel GPUs.
Illustrative sketch - not a published API
frame = live_video_frame
model = custom_weights_path
result = analyze(frame, model)
output = detection | segmentation | counting | text_recognition
deployment = edge | cloudContent · biometric · behavior
NVIDIA · Intel GPUs
Cloud · edge
ANALYSIS CAPABILITIES
Three analysis blocks. One live-video path.
BIOMETRIC ANALYSIS
Analyze faces from more than one angle
Run face recognition and multi-angle face analysis. Classify age, gender, and expression.
BEHAVIOR ANALYSIS
Turn skeleton data into event states
Use a 17-keypoint skeleton for posture and movement analysis. Detect falling, wandering, and throwing events across continuous video.
PUBLISHED SURFACE
The capability blocks are published. Runtime details are not.
YUAN publishes the analysis functions, deployment locations, and GPU families. Model formats and custom-weights mechanics remain unpublished.
| Capability block | Published functions | Compute and delivery |
|---|---|---|
| Content analysis | Detection · segmentation · counting · feature matching · license-plate and text recognition | Cloud · edge · NVIDIA and Intel GPUs |
| Biometric analysis | Face recognition · multi-angle · age · gender · expression | Cloud · edge · NVIDIA and Intel GPUs |
| Behavior analysis | 17-keypoint skeleton · fall · wander · throw detection | Cloud · edge · NVIDIA and Intel GPUs |
| Generative AI features | Everything Detection · Everything Segmentation · Image Description | Feature-to-platform mapping — pending publication |
| Custom weights path | QDEEP path documented | QDEEP mechanics — pending publication |
| Model formats | Accepted model formats — pending publication | Runtime mapping — pending publication |
MODEL TO DECISION
Keep live video and analysis in one deployment path.
The Analysis module applies content, biometric, and behavior functions to live video. YUAN publishes cloud and edge deployment with NVIDIA and Intel GPU integration.
YUAN announced Everything Detection, Everything Segmentation, and Image Description in March 2024. The documented QDEEP custom-weights path exists. Its mechanics and accepted formats remain pending publication.
01Live video
02Custom weights
03Analysis
04Decision
EVALUATION ARTIFACTS
Proof arrives with a named state.
Nothing is represented as public until it is public.
Datasheet
Datasheet — pending publicationSample code
Sample code — published with evaluation accessCompatibility matrix
Compatibility matrix — pending publicationBuying a product?
You are building your own device — NexVDO SDK plus YUAN hardware inside your product.
Start at the SDK →Commissioning a system?
You need an integrated stack delivered and supported — hardware, software, and integration through Neteon.
Request scoping →Run your model on the target edge system
Included free with YUAN hardware, delivered through a supported evaluation path — engineer answer within 48 hours.
Request an evaluationShare the video source, target hardware, and model goal. An engineer answers with scope.