AnikiFan's picture
Push model using huggingface_hub.
d4788ee verified
metadata
library_name: segmentation-models-pytorch
license: mit
pipeline_tag: image-segmentation
tags:
  - model_hub_mixin
  - pytorch_model_hub_mixin
  - segmentation-models-pytorch
  - semantic-segmentation
  - pytorch
languages:
  - python

PAN Model Card

Table of Contents:

Load trained model

import segmentation_models_pytorch as smp

model = smp.from_pretrained("<save-directory-or-this-repo>")

Model init parameters

model_init_params = {
    "encoder_name": "resnet34",
    "encoder_weights": "imagenet",
    "encoder_output_stride": 16,
    "decoder_channels": 32,
    "in_channels": 1,
    "classes": 1,
    "activation": None,
    "upsampling": 4,
    "aux_params": None
}

Model metrics

[
    {
        "test_per_image_iou": 0.742108166217804,
        "test_dataset_iou": 0.7333046197891235
    }
]

Dataset

Dataset name: Breast

More Information

This model has been pushed to the Hub using the PytorchModelHubMixin