Agentic Object Detection: A Visual Object Detection Tool without Annotation and Training

General Introduction

Agentic Object Detection is an advanced target detection tool from Landing AI. The tool greatly simplifies the process of traditional target detection by using text prompts for detection, eliminating the need for data labeling and model training. The user simply uploads an image and enters the detection prompts, and the AI agent analyzes the image in depth and returns the detection results. The tool is suitable for the detection of complex objects and scenes, supports rapid prototyping and deployment, and has a processing speed of 20-30 seconds per image.Agentic Object Detection is designed to improve detection efficiency, reduce human intervention, and is suitable for a variety of application scenarios.

Wu Enda Officially Announces New Achievements for Startups--Agentic Object Detection(Agentic target detection). There is no need to label the training data, the modelBy inference onlyIt will be possible to locate the specified object in the picture.

According to Wu Enda, in the past, visual AI needs to be trained on a large amount of labeled data in order to recognize objects, while now AI only needs to glance at the picture, and after a short period of thinking (currently about 20~30s), it can immediately output the correct content.

Function List

• Text Alert Detection: Target detection via textual cues without labeling and training.
• Advanced reasoning skills: Supports the detection of complex objects and scenes, providing high-quality output.
• Rapid Prototyping: Supports rapid prototyping and deployment to improve development efficiency.
• Efficient processing: 20-30 seconds per image, continuously optimized for speed and performance.
• Community Support: Join the VisionAgent Discord community to share feedback and projects.

Using Help

Installation process

Agentic Object Detection is a web-based tool that requires no installation. Users can simply visit the Agentic Object Detection page to use it.

Procedure for use

1. Visit the Tools page: Opens the Agentic Object Detection page.
2. Upload images: Click the Upload button and select the image file to be analyzed.
3. Input detection prompts: Enter the detection command in the prompt box, e.g. "Detect people wearing glasses".
4. Start analysis: Click on the Analyze button and the AI agent will perform an in-depth analysis of the image.
5. View Results: After a few seconds, the detection results will be displayed on the page, including the detected objects and related information.

Detailed Function Operation

• Text Alert DetectionThe AI agent will detect the target according to the detection prompts that the user can input in natural language. For example, input "detect red car", the system will automatically recognize the red car in the image.
• Advanced reasoning skills: Agentic Object Detection is equipped with powerful reasoning capabilities to handle complex detection tasks, such as multi-object detection and occlusion detection.
• Rapid Prototyping: The tool supports rapid prototyping, allowing users to build and test inspection models in a short period of time for both the development and testing phases.
• Efficient processingThe processing time is 20-30 seconds per image, and the system is constantly optimizing processing speed and performance to ensure a smooth user experience.
• Community Support: Users can join the VisionAgent Discord community to share their experiences and project results with other users, and get technical support and feedback.

usage example

1. Inspection of vehicles: Upload an image containing multiple vehicles, enter the prompt "Detect All Vehicles" and the system will return results for all vehicles in the image.
2. Detecting pedestriansUpload an image of a street, enter the prompt "Detect Pedestrians" and the system will recognize and label all pedestrians in the image.
3. Detection of specific itemsUpload an image of the room, enter the prompt "Detect items on table" and the system will recognize and label all the items on the table.

One sentence description (brief)

Agentic Object Detection is an advanced target detection tool that requires no data annotation and model training, and performs efficient image analysis with textual cues for the detection of complex objects and scenes.