Open vocabulary:开放式词汇感知是自动驾驶系统的一项基本能力,能够识别和解释训练数据中可能不存在的各种文本输入。YoloWorld和GroundingDINO等方法促进了这一领域的最新进展。YoloWorld是YOLO框架的高级扩展,专门用于通过集成来自大规模语言模型的上下文信息来处理开放词汇任务。接地DINO将文本描述的接地与视觉感知模型相结合,...
Open vocabulary:开放式词汇感知是自动驾驶系统的一项基本能力,能够识别和解释训练数据中可能不存在的各种文本输入。YoloWorld和GroundingDINO等方法促进了这一领域的最新进展。YoloWorld是YOLO框架的高级扩展,专门用于通过集成来自大规模语言模型的上下文信息来处理开放词汇任务。接地DINO将文本描述的接地与视觉感知模型相结合,...
Zero-shot Object Detection/ Open-vocabulary Object Detection.在该领域的早期设置中,zero-shot目标检测旨在将检测器从已知类别(训练)推广到未知类别(推理)。在这种设置下,各种作品[5]试图通过预训练的语义/文本特征[46、37、40、4、13]知识图[43、19、51、49]等来寻找已有类别和未知类别之间的关系。然而,这种...
This demonstrates that their internal represen- tation space is highly correlated with open concepts in the real world. Text-image discriminative models like CLIP, on the other hand, are good at classifying images into open- vocabulary labels. We leverage the frozen...
tracking open-world object-detection interactive-segmentation video-object-segmentation referring-expression-segmentation referring-expression-comprehension video-instance-segmentation zero-shot-object-detection referring-video-object-segmentation foundation-model segment-anything open-vocabulary-detection open-vocabulary...
open-world object-detection multimodality open-vocabulary mllm open-vocabulary-detection Updated Mar 25, 2024 Python CVMI-Lab / CoDet Star 108 Code Issues Pull requests (NeurIPS2023) CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection object-detection open-voc...
Real-Time Open-Vocabulary Object Detection:使用Ultralytics框架进行YOLO-World目标检测 前言 相关介绍 前提条件 实验环境 安装环境 项目地址 Linux Windows 使用Ultralytics框架进行YOLO-World目标检测 进行训练 进行预测 进行验证 扩展 目标跟踪 设置提示 参考文献 ...
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-Language Model Code 2022 ECCV vlm., cap., w/o ps. Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding N/A 2022 BMVC vlm. Open-vocabulary Semantic Segmentation with Frozen Vision...
deep-learning pytorch semantic-segmentation zero-shot-learning instance-segmentation panoptic-segmentation open-world-classification diffusion-models text-image-retrieval open-vocabulary open-vocabulary-semantic-segmentation open-world-object-detection open-vocabulary-segmentation Updated Jul 6, 2024 Python Skals...