VLDet Alternatives
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VL_adapter
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VLDet reviews and mentions
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[R] [ICLR'2023🌟]: Vision-and-Language Framework for Open-Vocabulary Object Detection
We're excited to share our latest work "Learning Object-Language Alignments for Open-Vocabulary Object Detection", which got accepted to ICLR'2023. Here're some resources: arxiv paper: https://arxiv.org/abs/2211.14843 github: https://github.com/clin1223/VLDet The proposed method called **VLDet**, which is a a simple yet effective vision-and-language framework for open-vocabulary object detection. Our key efforts are: 🔥 We introduce an open-vocabulary object detector method to learn object-language alignments directly from image-text pair data. 🔥 We propose to formulate region-word alignments as a set-matching problem and solve it efficiently with the Hungarian algorithm. 🔥 We use all nouns from image-text pairs as our object voccabulary which is strictly following the open-vocabulary setting and extensive experiments on two benchmark datasets, COCO and LVIS, demonstrate our superior performance.
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clin1223/VLDet is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of VLDet is Python.
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