Datasets:
license: cc-by-4.0
size_categories:
- 10K<n<100K
tags:
- computer-vision
- image-understanding
- visual-reasoning
- multimodal
- vision-language
- scene-understanding
- object-detection
- image-classification
- visual-question-answering
- image-captioning
task_categories:
- image-classification
Dataset Description:
This dataset is a large-scale collection of Complex Images L1, containing 8,741 images, designed to support the development and training of advanced computer vision, image recognition, visual reasoning, and multimodal AI systems.
Additionally, this dataset can be used in pipelines for Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) workflows, improving model performance in object detection, scene understanding, and complex visual reasoning tasks.
Dataset Specification
-Modality: Image
-No. of Images: 8,741
-Type: Complex Visual Scenes
-Language: English
-Data Nature: Real-world and curated data
Key Use Cases
-Complex scene understanding and interpretation
-Multi-object detection and localization
-Image captioning and dense description generation
-Visual question answering (VQA)
-Relationship and interaction detection between objects
-Autonomous systems and robotics vision
-Model evaluation and benchmarking
Value of This Dataset
-Enables AI-driven classifications
-Improves object detection and real-world scene understanding
-Supports autonomous driving and smart transportation systems
-Enhances performance in automotive-related vision tasks
-Strengthens multimodal AI systems with transportation domain knowledge
Basic JSON schema
{
"file_name": "string",
"image": "Image",
"width": "int32",
"height": "int32",
"format": "string",
"mode": "string",
"metadata": "dict"
}
Data Creation
Procured through formal agreements and generated in the ordinary course of business.
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website InfoBay.AI or contact us directly.
-Ph: (91) 8303174762
-Email: datareq@infobay.ai