OmDet
Visit ToolOmDet is an open-source object detection tool that offers real-time and accurate open-vocabulary end-to-end object detection. It provides fast inference speeds and state-of-the-art zero-shot performance.
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OmDet is an open-source object detection tool that offers real-time and accurate open-vocabulary end-to-end object detection. It provides fast inference speeds and state-of-the-art zero-shot performance.
Trending
About
OmDet is an open-source project providing OmDet-Turbo, a fast transformer-based open-vocabulary object detection model. It excels in real-time detection scenarios while maintaining high performance. A key innovation is the Efficient Fusion Head, which reduces computational burden and inference time. OmDet-Turbo-Base achieves state-of-the-art zero-shot performance on ODinW and OVDEval datasets, with impressive AP scores of 30.1 and 26.86 respectively. It also boasts a rapid inference speed of 100.2 FPS on an A100 GPU for the COCO val2017 dataset. The project offers installation instructions, local inference capabilities, and the option to run as an API server, making it versatile for various applications.
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Open Source
Free
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