Car Side Recognition(Car position on picture)
Know which side you’re looking at, and where the car actually is.
Classify the vehicle side/orientation and return stable geometry for downstream tasks (cropping, alignment, QA).
Best for
Common places this service fits well.
- Batch preprocessing
- Dataset cleaning
- Auto-cropping UIs
- Pipeline routing by view
Inputs
What you provide.
- Photo or frame
- Optional: expected view
Outputs
What you get back.
- Side/orientation label + confidence
- Vehicle bounding box
- Recommended crop + padding
Try car side recognition
Upload a vehicle photo and see which side is detected.
No file selected
Max size 8 MB. For production, use your own storage or URLs.
Limited demo. For higher volume and auth, sign up and use your API key.
Output
JSON viewer and cURL you can copy.
// Run the demo to see a live // JSON response here. // For full docs, sign up and // open the API reference.
Part of a pipeline?
Side/orientation data routes images to the right downstream processing steps.
- Photo input
- 1Side recognition
- 2Anonymize
- 3Damage
Explore
Related services
Most teams start with one capability, then add the ones that remove friction next.
OCR
Read what’s on the car, not what the camera wished it saw.
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Damage recognition
Turn “looks fine” into measurable findings.
Detect and highlight visible damage areas, returning locations and severity signals you can review.
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