BodyPlus XPro

ObjDet Diagnostics

0 0 Version: dev
Internal Validation Validation

Object Detection

Start with readiness and active object state. Trainer and preset tuning are secondary until the page can answer whether ObjDet is currently working.

Keep the top lane focused on verdict, runner state, and frame consumption before using deeper diagnostics or training surfaces.

Quick actions
Open Fast ObjDet Check
Open Trainer Open Debug Hub
Platform

ObjDet Diagnostics

Answer one question first: is object detection ready, active, and producing usable state? Start with status and frame consumption, then move to presets and deeper diagnostics only if the readiness lane is unclear.

Open Fast ObjDet Check Open Trainer
Read order
Keep the lane small before using the deeper controls.
  1. Confirm the current verdict and runner state.
  2. Check frame consumption and the session object outcome.
  3. Use presets and detailed diagnostics only if readiness is unclear.
Main action: validate readiness and active object state. Presets and diagnostics are secondary to the verdict lane.

Video

Training
Visible even when detection is disabled
Camera: Front
cam1 Offline
Camera stream
FPS: -

Status

Unknown
HEALTH ?
RUNNER ?
GPU ?
PRESET ?
Detected objects
0
FPS (estimated)
n/a
Latency (ms)
n/a
Last angle
n/a
ObjDet CPU (%)
n/a
Top CPU component
n/a

Compute presets

Preset
Recommended next steps
What is object detection?
  • Object detection (ObjDet) adds equipment and object signals from the video stream.
  • Default-off: the system stays disabled until explicitly enabled.
  • Weak, medium, and strong presets change cadence and compute usage.
  • Heavy providers such as YOLO and ONNX stay blocked by default for safety and cost control.
  • If a GPU is detected, faster execution can be enabled later with the appropriate profile.
Tip: you do not need to enable detection to inspect status and preflight readiness on this page.
Advanced details
ObjDet status (read-only)
Runner status
Unknown
Control enabled
Unknown
Heavy providers
Unknown
Health
Unknown
GPU
Unknown
Preset
Unknown
Runner settings
Unknown
Provider
Unknown
Profile
Unknown
Dependencies
Unknown
Last frame
Unknown
Last processed
Unknown
Last inference
Unknown
Frames seen
0
Frames processed
0
Duplicate skips
0
Stale skips
0
Loop iterations
0
Errors
0
Consecutive errors
0
Watchdog
None
Last error
None
Diagnostics JSON
Read-only view
Status 

          

          

            Health
            

          

          

            GPU
            

          

          

            Preset
            

          

          

            Metrics
            

          

          

            CPU Breakdown
            

          

          

            Perf History
            

          

          

            Preflight
            

          

        

      


      

        

          
Control access (Control API)

          
Controls are available only when OBJDET_CONTROL_API_ENABLED=1 and a valid admin token are configured.

          
          

        


        

          
Protected controls

          
Controls are disabled by default.

          
        

      


      

        

          

            

              
Detection settings

              Active profile: onnx_cpu_640
            

          


          

            

            

            

            

            
          


          

            
            
          

        

      


      

        
Object list (Top 10)

        

          
No objects detected right now.