Language-Driven Semantic Segmentation. Contribute to isl-org/lang-seg development by creating an account on GitHub.
Code和Demo在github.com/isl-org/lang. 动机 传统语义分割的限制:传统的语义分割方法通常依赖于大量的像素级标注数据,这些数据的获取既费时又昂贵。 利用自然语言的潜力:自然语言提供了一种丰富的、可访问的信息源,可以用来增强视觉理解,尤其是在标注受限的情况下。 桥接语言与视觉信息的差距:现有方法可能没有充分...
LSeg: Language-driven Semantic Segmentation ICLR 2022 Code ZSSeg: A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model ECCV 2022 Code OpenSeg: Scaling Open-Vocabulary Image Segmentation with Image-Level Labels ECCV 2022 Code Fusioner: Open-vocabulary Semantic...
(2022a). Language-driven semantic segmentation. In ICLR. Li, L., Bao, J., Yang, H., et al. (2020a). Faceshifter: Towards high fidelity and occlusion aware face swapping. In CVPR. Li, L., Bao, J., Zhang, T., et al. (2020b). Face x-ray for more general face forgery ...
WSSS4LUAD: Grand Challenge on weakly-supervised tissue semantic segmentation for lung adenocarcinoma. Preprint at https://doi.org/10.48550/arXiv.2204.06455 (2022). Da, Q. et al. DigestPath: a benchmark dataset with challenge review for the pathological detection and segmentation of digestive-...
GSVA: Generalized Segmentation via Multimodal Large Language Models Zhuofan Xia* Dongchen Han* Yizeng Han Xuran Pan Shiji Song Gao Huang† Department of Automation, BNRist, Tsinghua University Abstract Generalized Referring Expression Segmentation (GRES) extends the scope ...
All data in this study are publicly available and can be accessed from: IU X-ray and Peir Gross (https://github.com/nlpaueb/bioCaption), MedICat (https://github.com/allenai/medicat), PathVQA (https://huggingface.co/datasets/flaviagiammarino/path-vqa), SLAKE 1.0 (https://www.med-vqa...
Text prompt-driven object detection and classification The VLP solution employs dialogue-guided object detection and segmentation by analyzing the semantic meaning of the text and identifying the action and objects from text prompt. Grounded-SAM is an open-source package created by IDEA-Resea...
(DRCD), a large scale Chinese short text summarization dataset (LCSTS), and a Chinese multi-domain dialogue dataset towards multi-turn knowledge-driven conversation (KdConv) are evaluation corpora for natural language inference, machine reading comprehension, text summarization, and dialogue generation, ...
LSeg: Language-driven Semantic Segmentation ICLR 2022 Code ZSSeg: A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model ECCV 2022 Code OpenSeg: Scaling Open-Vocabulary Image Segmentation with Image-Level Labels ECCV 2022 Code Fusioner: Open-vocabulary Semantic...