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Mobilenet V2 Examples (TFMIC-55) #112

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Description

Added two examples showcasing how to use MobileNetV2 models using esp-tflite-micro.

  1. examples/mobilenet - Shows how to run a int8 quantized MobileNet V2 (alpha = 0.35) model.
    • Runs on embedded images, includes a script and tutorial to convert any jpg/png image to embedded.
  2. examples/mobilenet_custom - Shows how to run a model with a custom classifier head and int8 quantized MobileNet V2 (alpha = 0.35) base model.
    • Runs on embedded images, includes a script and tutorial to convert any jpg/png image to embedded.
    • Also includes a jupyter notebook to show how to train your own custom models

image

Testing

Tested by running and verifying outputs on ESP32S3-EYE

Checklist

Before submitting a Pull Request, please ensure the following:

  • 🚨 This PR does not introduce breaking changes.
  • All CI checks (GH Actions) pass.
  • Documentation is updated as needed.
  • Tests are updated or added as necessary.
  • Code is well-commented, especially in complex areas.
  • Git history is clean — commits are squashed to the minimum necessary.

@github-actions github-actions bot changed the title Mobilenet V2 Examples Mobilenet V2 Examples (TFMIC-55) Mar 14, 2025
@ShardulNalegave
Added MobileNet V2 examples
4310dd6 
- Added two examples showcasing how to use mobilenet v2 using `esp-tflite-micro`
- `examples/mobilenet` shows how to use int8 quantized mobilenet v2 model with alpha = 0.35
- `examples/mobilenet` shows how to use a model with a custom classifier head using mobilenetv2 as its base model
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@ShardulNalegave