README.md

---
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**
```json
{
  "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](https://infobay.ai/) or contact us directly.

    -Ph: (91) 8303174762
    -Email: datareq@infobay.ai