Duplicate from Ymx1025/FacadeTrack

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text

README.md

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+# Hurricane Helene Building Facade Dataset (Hugging Face export)
+
+This folder contains a compact export of building facade images and per-building metadata from two street‑level data collection visits conducted around the time of Hurricane Helene. The images are rectified crops from panoramic video and are intended for tasks such as building condition/occupancy classification, change detection between visits, and related vision‑GIS experiments.
+
+## Contents
+- `Visit1_processed_images/` — JPEG facade crops for visit 1. Filenames use the pattern `<ObjectId>.jpg` and, when a second view exists, `<ObjectId>_1.jpg`.
+- `Visit2_processed_images/` — JPEG facade crops for visit 2. Same naming scheme as visit 1.
+- `Visit1_buildings.csv` — Per‑building metadata for visit 1 (603 rows in this snapshot).
+- `Visit2_buildings.csv` — Per‑building metadata for visit 2 (785 rows in this snapshot).
+
+## Metadata schema
+Shared columns
+- `ObjectId` — Integer building identifier. Matches the corresponding image filename stem.
+- `Center_Longitude`, `Center_Latitude` — Building centroid in WGS84 (lon/lat).
+- `matched_file` — Source video file identifier.
+- `frame_number` — Frame index within the source video.
+- `vehicle_x`, `vehicle_y` — Vehicle GPS at capture time (WGS84 lon/lat).
+- `PIN` — Parcel/parcel‑level identifier (string).
+- `relative_time_ms` — Milliseconds from the start of the source video to the matched frame.
+
+Visit‑specific columns
+- `Status` — Visit 1 only; free‑text status tag from preprocessing (e.g., `existing`).
+- `x`, `y` — Visit 2 only; duplicate of centroid coordinates in some exports.
+- `orientation` — Visit 2 only; viewing direction/yaw at capture time (degrees).
+
+## Mapping rows to images
+- For a row with `ObjectId = 443`, the corresponding files are `Visit1_processed_images/443.jpg` (and possibly `Visit1_processed_images/443_1.jpg`) for visit 1; analogously for visit 2.
+- Not every row is guaranteed to have both main and `_1` images; prefer `<ObjectId>.jpg` and fall back to `<ObjectId>_1.jpg` if present.
+
+## Quick start (Python)
+```python
+from pathlib import Path
+import pandas as pd
+from PIL import Image
+
+root = Path('.')  # this folder
+v = 1  # or 2
+csv = pd.read_csv(root / f'Visit{v}_buildings.csv')
+row = csv.sample(1, random_state=0).iloc[0]
+obj = str(row['ObjectId'])
+
+# Resolve image path (prefer main, then optional _1)
+img_dir = root / f'Visit{v}_processed_images'
+img_path = img_dir / f'{obj}.jpg'
+if not img_path.exists():
+    alt = img_dir / f'{obj}_1.jpg'
+    if alt.exists():
+        img_path = alt
+
+print('Row info:', row.to_dict())
+print('Image path:', img_path)
+Image.open(img_path).show()
+```
+
+## Notes and caveats
+- Minor mismatches can exist between the CSV rows and available image files (e.g., only `_1` present). Handle missing files defensively.
+- Coordinates are in WGS84; join with parcel GIS by `PIN` after appropriate normalization.
+- Images are rectified crops from 360° video; some scenes may include occlusions, vehicles, or motion blur.
+
+## License
+MIT
+## Contact
+For questions about this dataset or to request updates, please contact the project maintainers.

Visit1_buildings.csv

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