

T Rex2
Overview :
T-Rex2 is a paradigm-shifting object detection technology that can recognize a wide range of objects, from everyday to esoteric, without task-specific fine-tuning or massive training datasets. It combines vision and text prompts, giving it powerful zero-shot capabilities, and can be widely applied to various scenarios of object detection tasks. T-Rex2 integrates four components: image encoder, visual prompt encoder, text prompt encoder, and box decoder. It follows the end-to-end design principles of DETR and covers various application scenarios. T-Rex2 achieved the best performance on four academic benchmark tests: COCO, LVIS, ODinW, and Roboflow100.
Target Users :
Agriculture, industry, wildlife monitoring, biomedicine, OCR, retail, electronics, transportation logistics, and more.
Use Cases
Utilizing T-Rex2 to identify various crop pests and diseases in the field.
Quickly identifying and counting electronic components on a factory production line using T-Rex2.
Real-time detection of vehicles, pedestrians, and obstacles in video streams using T-Rex2 to enhance autonomous driving capabilities.
Features
Achieve general object detection through visual-textual prompt synergy
Support zero-shot detection of objects ranging from common to rare
End-to-end design, no task-specific fine-tuning required
Open vocabulary, capable of detecting various new object categories
Support video object detection and tracking
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