README.md

---
license: cc-by-4.0
tags:
  - complex-images
  - complex-scenes
  - computer-vision
  - image-understanding
  - scene-understanding
  - visual-reasoning
  - multimodal
  - vision-language
  - image-classification
  - object-detection
  - image-captioning
  - visual-question-answering
  - visual-perception
  - image-analysis
  - deep-learning
  - machine-learning
  - ai-training-data
  - reasoning
  - sft
  - rlhf
  - self-supervised-learning

task_categories:
  - image-classification
  - visual-question-answering
---
**Dataset Description:**

**This dataset is a large-scale collection of Complex Images L2, containing 15,023 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 image understanding, scene interpretation, object recognition, and visual reasoning tasks.

**Dataset Specification**

```
-Modality: Image
-No. of Images: 15,023
-Type: Complex Visual Scenes
-Language: English
-Data Nature: Real-world and curated data
```

**Key Use Cases**

```
-Object detection
-Complex scene understanding
-Visual reasoning and perception
-Image captioning and description generation
-Multimodal AI training
-Image classification and recognition
-Model evaluation and benchmarking
```

**Value of This Dataset**

```
-Enables AI-driven visual understanding and reasoning
-Improves object recognition in complex environments
-Supports multimodal AI and vision-language applications
-Helps build AI-powered scene interpretation systems
-Enhances performance in image understanding tasks
-Strengthens computer vision models with diverse real-world imagery
```

**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
```