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tensorflower-gardener committed Apr 19, 2024
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Expand Up @@ -28,26 +28,27 @@ and modeling solutions for TensorFlow users.

## Model paths in GCP buckets

### 3 Model Strategy (v1)
### 3 Model Strategy

| Model categories | Model backbone | Model type | GCP bucket path |
| ------ | ------ | ----- | ------ |
| Material Model | Resnet | saved model & TFLite | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/material_model.zip) |
| Material Form Model | Resnet | saved model & TFLite | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/material_form_model.zip) |
|Plastic Model | Resnet | saved model & TFLite | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/plastic_types_model.zip) |

### 2 Model Strategy (v2 - trained on larger dataset)
### 2 Model Strategy

### Material type model in v2 provides combined output across Material & Plastic Type models in v1
### 2 model strategy combines the plastic type and material type into material type.
### v2 versions are trained on bigger dataset than v1 versions.

Model categories | Model backbone | Model type | GCP bucket path |
| ------ | ------ | ----- | ------ |
Material Type Model | Resnet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/two_model_strategy/material/material_version_2.zip)
Material Type Model V2 | Resnet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/resnet_material_v2.zip)
Material Form Model | Resnet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/two_model_strategy/material_form/material_form_version_2.zip)
Material Form Model V2 | Resnet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/resnet_material_form_v2.zip)
Material Model | MobileNet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/mobilenet_material.zip)
Material Form Model | MobileNet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/mobilenet_material_form.zip)
Material Model V2| MobileNet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/mobilenet_material.zip)
Material Form Model V2| MobileNet | saved model | [click here](https://storage.googleapis.com/tf_model_garden/vision/waste_identification_ml/mobilenet_material_form.zip)

## Authors and Maintainers
- Umair Sabir
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