Grounding DINO 1.5 API

Advanced open-world object detection model series

CommonProductImageObject DetectionOpen World

Grounding DINO 1.5, developed by IDEA Research, is a series of advanced models designed to push the boundaries of open-world object detection technology. The series includes two models: Grounding DINO 1.5 Pro and Grounding DINO 1.5 Edge, optimized for diverse applications and edge computing scenarios, respectively.

Grounding DINO 1.5 Pro: Designed for open-world object detection with strong generalization capabilities.
Grounding DINO 1.5 Edge: Optimized for edge computing scenarios
offering faster processing speeds.
Achieves SOTA performance on COCO
LVIS-minival
LVIS-val
and ODinW35 zero-shot transfer benchmarks.
Significant performance improvements are obtained by fine-tuning on downstream datasets.
Provides example code and an online Gradio demo for easy user experience and testing.
Seamlessly integrates into other applications through API requests from DeepDataSpace.

Object detection technology is crucial for research and applications in computer vision. The Grounding DINO 1.5 API is suitable for researchers and developers who require efficient and accurate object detection
especially in edge computing and wide-ranging scenarios.

Real-time object recognition and classification in autonomous driving systems for various objects on the road.
Detection and analysis of abnormal behavior or events in security surveillance systems.
Analysis of customer behavior in retail to optimize store layouts and inventory management.

1. Install the necessary dependencies and environment.
2. Request an API key from DeepDataSpace.
3. Run the example code to explore the model's basic functionalities.
4. Access the online Gradio demo for an interactive experience.
5. Fine-tune the model as needed to adapt to specific application scenarios.

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