Dark Mode
Vehicle Exterior Pet Recognition Image Dataset
Synthetic Images & Vision Datasets
Tags and Keywords
Trusted By
"No reviews yet"
£8,000
About
Description:
This dataset contains high-quality synthetic images of cats and dogs captured within a close range of 0.5–1.5 meters from the exterior of a vehicle, using fisheye cameras configured for sentinel mode perception. It covers a variety of pet appearances, including light-colored and dark-colored individuals of different sizes, under both daytime and nighttime lighting conditions. The images are generated to reflect natural animal positions and movements in real-world vehicle surroundings, with a resolution of 768×512 pixels.
The dataset is designed for animal recognition in sentinel mode systems, supporting applications such as vehicle perimeter monitoring, small animal detection for collision prevention, and near-range object classification. By simulating realistic approach scenarios of cats and dogs around parked vehicles, it enables robust model training for accurate species and appearance classification.
All samples are annotated with object detection bounding boxes in JSON format, covering pet categories such as cat (light/dark) and dog (light/dark), with environmental tags for daytime and nighttime scenarios. The dataset ensures balanced representation across lighting conditions, pet color variations, and body sizes, making it suitable for training models that generalize well across diverse urban and suburban environments.
The synthetic generation process incorporates multiple ground surface types, background textures, and lighting variations, along with natural animal postures, to simulate a wide range of real-world situations. Capture angles include front, side, and rear perspectives relative to the vehicle, enhancing detection robustness in sentinel vision pipelines.
By combining photorealistic rendering, detailed human annotation, and diverse scenario simulation, this dataset provides a strong foundation for developing high-accuracy pet detection models, improving vehicle safety alerts, and enhancing intelligent surveillance capabilities.
Keywords: pet recognition sentinel mode cat dog detection near-range perception animal classification
Sector: Intelligent Transportation / Surveillance / Animal Detection Systems / Computer Vision
Metrics: Pet detection accuracy, species classification precision
Entities: Light-colored cats, dark-colored cats, light-colored dogs, dark-colored dogs
Geographies: China (urban and residential environments)
Price Range (USD): 4000–20000
Source type: Synthetic data generation from simulation environment, human annotation
Sample Images:
Additional Notes
Usage Notes & Services
©️ Copyright & Licensing
- All rights, title, and copyright for this dataset are the exclusive property of Join Intelligence (JoinAI).
- This dataset is provided under a proprietary license. Without our express written permission, any form of redistribution, modification, public display, or commercial resale is strictly prohibited. 📜 Ethics & Compliance
- Please ensure compliance with ethical standards and privacy regulations when using this dataset.
- The use of this dataset for any illegal purpose is strictly prohibited. Users are solely responsible for any and all legal consequences resulting from its misuse. 🚀 Our Service Advantages
- Actively Maintained: The dataset is still expanding and being updated regularly. For the most up-to-date version, please contact us directly.
- Full-Spectrum Customization: We offer comprehensive data customization services. This includes adjusting image formats and annotation specifications, as well as creating entirely new datasets from scratch—from collection to annotation—to meet your unique project requirements.
- Flexible Delivery: We support splitting the dataset into compressed packages for faster, more reliable transfer. Files are hosted on a private server, with options for cloud storage upload upon request.
- Quality Verification: To verify the dataset’s quality, we can provide a sample image package to qualified potential buyers. 📧 Get in Touch
- For inquiries, customization requests, or sample applications, please email: contact@join-intelligence.com
- Visit our official website for more information: Join Intelligence
- Explore all our datasets: Visit our Notion Collection
QUALITY