wget

README.md

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