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metadata
license: etalab-2.0
tags:
  - segmentation
  - pytorch
  - aerial imagery
  - landcover
model-index:
  - name: FLAIR-INC_RVBIE_unetresnet34_15cl_norm
    results:
      - task:
          type: semantic-segmentation
        dataset:
          name: IGNF/FLAIR
          type: earth-observation-dataset
        metrics:
          - name: mIoU
            type: mIoU
            value: 54.72
          - name: IoU Buildings
            type: IoU
            value: 82.3
pipeline_tag: image-segmentation

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Model Card for {{ model_id | default("Model ID", true) }}

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Model Details

Model Description

  • Developed by: {{ developers | default("[More Information Needed]", true)}}
  • Funded by [optional]: {{ funded_by | default("[More Information Needed]", true)}}
  • Shared by [optional]: {{ shared_by | default("[More Information Needed]", true)}}
  • Model type: {{ model_type | default("[More Information Needed]", true)}}
  • Language(s) (NLP): {{ language | default("[More Information Needed]", true)}}
  • License: {{ license | default("[More Information Needed]", true)}}
  • Finetuned from model [optional]: {{ base_model | default("[More Information Needed]", true)}}

Model Sources [optional]

  • Repository: {{ repo | default("[More Information Needed]", true)}}
  • Paper [optional]: {{ paper | default("[More Information Needed]", true)}}
  • Demo [optional]: {{ demo | default("[More Information Needed]", true)}}

Uses

Bias, Risks, and Limitations

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Recommendations

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How to Get Started with the Model

Use the code below to get started with the model.

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Training Details

Training Data

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Training Procedure

Preprocessing [optional]

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Training Hyperparameters

  • Training regime: {{ training_regime | default("[More Information Needed]", true)}}

Speeds, Sizes, Times [optional]

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Evaluation

Testing Data, Factors & Metrics

Testing Data

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Metrics

{{ testing_metrics | default("[More Information Needed]", true)}}

Results

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Summary

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Technical Specifications [optional]

Model Architecture and Objective

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Compute Infrastructure

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Hardware

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Software

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Citation [optional]

BibTeX:

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APA:

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Model Card Contact

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