ResNet — Classification AI Model

ResNet labels an image against the 1000 ImageNet categories — animals, vehicles, food, scenes — and returns the top guesses with confidence. Pick 18 for speed, 50 for balance, 101 for accuracy. CPU-capable, sub-second.

Details

  • CategoryClassification
  • Year2016
  • LicenseApache-2.0

Compliance & Provenance

  • ProviderOpen-source · Specialized
  • EU AI Act RiskMinimal Risk
  • Art. 50 TransparencyNot applicable

Inputs & Outputs

  • ImageInput · image

    Source image for object classification

  • TextOutput · string

    Classification label and confidence score

Tags

  • classification
  • object-recognition
  • imagenet
  • labeling
  • no-gpu
  • fast

Alternatives in Image Classification

Resources