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@@ -55,7 +55,7 @@ IGN aerial image + rooftop PV mask pairs for every installation with
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  either multi-source corroboration or manual confirmation, in the spirit
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  of [BDAPPV](https://huggingface.co/datasets/gabrielkasmi/bdappv).
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- See the accompanying paper: Kasmi, G. et al., *"OpenPVMapper"*
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  (arXiv:[2607.25153](https://arxiv.org/abs/2607.25153)) for the full
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  construction methodology and validation protocol.
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@@ -225,7 +225,7 @@ looked at by a human.
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  ## Attribution & citation
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- Data licensed **CC-BY 4.0** (code used to build this release is licensed
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  separately — see the linked repositories).
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  - **DeepPVMapper**: detection pipeline. Source:
 
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  either multi-source corroboration or manual confirmation, in the spirit
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  of [BDAPPV](https://huggingface.co/datasets/gabrielkasmi/bdappv).
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+ See the accompanying paper: Kasmi, G., *"OpenPVMapper"*
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  (arXiv:[2607.25153](https://arxiv.org/abs/2607.25153)) for the full
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  construction methodology and validation protocol.
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  ## Attribution & citation
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+ Data and images licensed **CC-BY 4.0** (code used to build this release is licensed
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  separately — see the linked repositories).
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  - **DeepPVMapper**: detection pipeline. Source: