diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..c6dbd787717c304bfde6d77e8845e7c6e8902518 --- /dev/null +++ b/README.md @@ -0,0 +1,137 @@ +--- +tags: + - aerial + - temporal + - time-series + - construction + - multiview + - change-detection + - world-model + - urban +task_categories: + - video-prediction + - image-classification + - image-segmentation + - object-detection +size_categories: + - small +license: other +--- + +# CityLine — Temporal Aerial Construction Dataset (Sample) + +**Temporal Aerial Vision · Construction Progress · Multiview Geometry · San Jose, CA** + +CityLine is a multi-year aerial imagery sequence captured from a helicopter during the construction of a major mixed-use development in **San Jose, California**. This sample highlights multiple construction phases over time, with several orbital views per capture date. + +The full (commercial) dataset contains **hundreds of high-resolution images** with monthly coverage across several years — suitable for **world models, 3D reconstruction, change detection, construction analytics, and urban growth modeling**. + +This Hugging Face dataset is a **limited sample** intended for evaluation and experimentation. + +--- + +## 📍 Project Overview + +| Property | Value | +|---------|------| +| Project name | CityLine | +| Location | San Jose, California, USA | +| Capture type | Helicopter-based oblique aerial imagery | +| Resolution | 12MP JPEG (RAW versions available commercially) | +| Coverage period (full set) | 2017 → 2025 (approx.) | +| Temporal cadence | ~monthly (full set) | +| Viewpoints per capture | Multiple oblique angles (sample: up to 8 per date) | +| Coordinates | 37.374751, -122.032811 | + +--- + +## 🎯 Machine Learning Use Cases + +| Area | Tasks Enabled | +|------|---------------| +| **Temporal Vision** | Change detection, temporal consistency, world models | +| **3D / Multiview** | Structure-from-motion, NeRF, multi-view reconstruction | +| **Autonomous Systems** | Aerial mapping, localization, planning context | +| **AEC / Construction Analytics** | Progress estimation, site monitoring, digital twins | +| **Earth Observation** | Building footprint evolution, urban growth analysis | + +--- + +## 📁 Dataset Contents (Sample) + +Folder structure: + +```text +images/ + 2017-12/ + 171229258.jpg + ... + 2019-01/ + ... + 2020-06/ + ... + 2021-09/ + ... + 2023-06/ + ... + 2025-01/ + ... +metadata.csv +``` + +### `metadata.csv` Schema + +| Column | Description | +|--------|-------------| +| project_id | Numeric ID for the project | +| project_name | "CityLine" | +| filename | Image filename | +| date | Capture date parsed from filename | +| year_month | Temporal grouping | +| image_seq | Sequence index from filename | +| orbit_index | Orbit grouping (sample = 1) | +| orbit_frame | Ordered view index (1…N) | +| latitude | Project latitude | +| longitude | Project longitude | +| notes | Optional free-text annotation | + +--- + +## 🔧 Example Code: Loading Metadata & Images + +```python +import pandas as pd +from pathlib import Path +from PIL import Image + +meta = pd.read_csv("metadata.csv") +root = Path("images") + +for _, row in meta.iterrows(): + img_path = root / row["year_month"] / row["filename"] + img = Image.open(img_path).convert("RGB") + # do something with img +``` + +--- + +## 📬 Full Dataset Access & Licensing + +This sample is provided for **evaluation only**. + +The complete CityLine sequence (836 images) and a library of **270+ full commercial construction projects** are available for enterprise licensing, including: + +- RAW imagery +- Full monthly coverage start → completion +- Stadiums, hospitals, towers, interchanges, etc. + +**Contact for access:** +📧 gene@sharpshotsaerial.com + +--- + +## 🛰 About SharpShots Aerial + +SharpShots Aerial provides unique temporal helicopter-based datasets for AI, construction analytics, and mapping workflows. + +--- diff --git a/images/2017-12/171229258.jpg b/images/2017-12/171229258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..768dc4dc17e4cfceaee5ef1ecccc5ef22cbc203c --- /dev/null +++ b/images/2017-12/171229258.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4bd69754528f6cc83025a0e2c4bded92a5a97ac37584fe6bc7a274ddd6a40025 +size 12176458 diff --git a/images/2017-12/171229259.jpg b/images/2017-12/171229259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..201743c58f2c4ccbad7c7047bd2f99da97dfee6d --- /dev/null +++ b/images/2017-12/171229259.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7319dcf04c8b1eb1f803bf37a268dab2e555a5bc49127b37bfe1e9d135a8981b +size 11983091 diff --git a/images/2017-12/171229260.jpg 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