| license: cc-by-4.0 | |
| size_categories: | |
| - 10K<n<100K | |
| **Dataset Description:** | |
| This dataset is a **large-scale collection of complex images**, designed to support the development of advanced AI systems for high-level visual understanding, scene interpretation, and multimodal reasoning in real-world environments. | |
| 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. | |
| **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 | |
| **Dataset Specification** | |
| -Modality: Image | |
| -Type: Complex Image | |
| -Language: English | |
| -Data Nature: Real-world and highly diverse data | |
| **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 | |
| **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: vipul@infobay.ai |