Went-Liang/UnSniffer
[CVPR 2023] Official Pytorch code for Unknown Sniffer for Object Detection: Don’t Turn a Blind Eye to Unknown Objects
This project helps computer vision practitioners improve object detection systems by identifying both known objects and completely new, "unknown" objects within images. It takes raw image data and outputs bounding boxes and classifications for both familiar and novel items. Security analysts, automated inspection engineers, or anyone monitoring visual feeds for anomalies can use this.
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Use this if your existing object detection models struggle to identify objects they were not specifically trained on, leading to missed detections of unexpected items.
Not ideal if you only need to detect a predefined set of objects and don't anticipate encountering novel items in your data.
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76
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10
Language
Python
License
Apache-2.0
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Last pushed
Dec 30, 2023
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