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Google / VISION

mobilenet_v2_1.0_224

A compact MobileNet V2 image classifier pretrained for 224-by-224 image input.

Source reviewed 2026-10-24 · AiBrainWorX editorial summary

Creator
Google
Parameters
Small mobile vision CNN
Context
Task-specific; see the reviewed source and runtime
License
other

01 / CAPABILITIES

What it is built for

  • Small visual model
  • Reference only — checkpoint license review required

Inputs: Images → labels

Runtime limits and on-device memory must be validated separately.

02 / ON YOUR MACHINE

Very small model / edge candidate; runtime validation required

This is a classifier, not a vision-language chat model. This checkpoint’s license metadata is “other”; verify exact weight terms before use.

Launcher integration

Reference only — checkpoint license review required

Runtime and training workflow

Transformers image classification · Validated TFLite / ONNX export

External image-classification transfer learning. Training suitability requires exact checkpoint format and prepared data; a catalog entry is not a completed training test.

Compare dataset preparation guides →

03 / WHAT IS VERIFIED

Evidence, with context

Our test status

Source reviewed only. No local model or Android inference test performed.

We have not added a benchmark number without documenting its test conditions. A model-card capability is not a measured speed or quality guarantee on your hardware.

04 / OWNERSHIP & USE

other

Review the exact checkpoint, voice assets and applicable upstream notices; model references do not grant new rights.

AiBrainWorX authors this profile and the launcher. Google remains the model’s creator. Models are not rebranded as our own weights.

05 / GO DEEPER

Original sources & model files

This page is our concise summary, not a mirror of the full upstream card. Review the original documentation and exact artifact before downloading.

Reviewed revision: 75e607b00aea · Specifications may change after the review date.

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