wget
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README.md
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@@ -269,4 +269,43 @@ The dataset is organized in the following structure:
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**Note**: Since the same viewpoint is reproduced across each weather variation, hence ClearNoon annotations can be used for all images pertaining to the different weather variations.
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**Note**: Since the same viewpoint is reproduced across each weather variation, hence ClearNoon annotations can be used for all images pertaining to the different weather variations.
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## Dataset Download
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The dataset can be downloaded using both datasets library by Hugging Face and wget. Since SkyScenes offers variations across different axes
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hence we enable different subsets for download that can aid in model sensitivity analysis across these axes.
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**Example script for downloading different subsets of data using wget**
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```
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#!/bin/bash
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#Change here to download a specific Height and Pitch Variation, for example - H_15_P_0
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HP=('H_15_P_0' 'H_15_P_45' 'H_15_P_60' 'H_15_P_90' 'H_35_P_0' 'H_35_P_45' 'H_35_P_60' 'H_35_P_90' 'H_60_P_0' 'H_60_P_45' 'H_60_P_60' 'H_60_P_90')
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#Change here to download a specific weather subset, for example - ClearNoon
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weather=('ClearNoon' 'ClearNight' 'ClearSunset' 'CloudyNoon' 'MidRainyNoon')
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#Change here to download a specific Town subset, for example - Town07
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layout=('Town01' 'Town02' 'Town03' 'Town04' 'Town05' 'Town06' 'Town07' 'Town10HD')
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#Change here for any specific annotation, for example - https://huggingface.co/datasets/hoffman-lab/SkyScenes/tree/main/Segment
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base_url=('https://huggingface.co/datasets/hoffman-lab/SkyScenes/tree/main/Images' 'https://huggingface.co/datasets/hoffman-lab/SkyScenes/tree/main/Segment' 'https://huggingface.co/datasets/hoffman-lab/SkyScenes/tree/main/Instance''https://huggingface.co/datasets/hoffman-lab/SkyScenes/tree/main/Depth')
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#Change here for base download folder
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base_download_folder='SkyScenes'
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for hp in "${HP[@]}"; do
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for w in "${weather[@]}"; do
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for t in "${layout[@]}"; do
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for url in "${base_url[@]}"; do
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folder=$(echo "$url" | awk -F '/' '{print $(NF)}')
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download_url="${url}/${hp}/${w}/${t}/${t}.tar.gz"
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download_folder="${base_download_folder}/${folder}/${HP}/${w}/${t}"
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mkdir -p "$download_folder"
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echo "Downloading: $download_url"
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echo "SAving: $download_folder"
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# wget -P "$download_folder" "$download_url"
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done
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done
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done
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done
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```
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