Grounded SAM 借助Grounding DINO强大的Zero-Shot检测能力,Grounded SAM可以通过文本描述就可以找到图片中的任意物体,然后通过Segment Anything强大的分割能力,细粒度的分割出mask,最后还可以利用Stable Diffusion对分割出来的区域做可控的文图生成。 Grounding DINO例子 Grounded-Segment-Anything例子 Gradio APP 同时我们还提供...
我们需要复现两个Zero-shot的开源项目,分别为IDEA研究院的GroundingDINO和Facebook的SAM。首先使用目标检测方法GroundingDINO,输入想检测目标的文字提示,可以获得目标的anchor box。将上一步获得的box信息作为SAM的提示,分割出目标mask。具体效果如下(测试数据来自VolumeDeform数据集): 其中GroundingDINO根据white shirt的文字...
We’re thrilled to announce that we are developing a Python library to streamline the process of transferring knowledge from powerful zero-shot computer vision models like Grounding DINO, SAM, CLIP, and others to real-time detectors like YOLOv8. This innovation will revolutionize dataset annotation...
agent discerns user intent, grounding it to an interactive function. We validated the gesture description module using public first-view and third-view gesture datasets and tested the whole system in two real-world settings: video streaming and smart home IoT control. The highest zero-shot Top...
computer-visionopenaiclassificationclipzero-shotchatgptsegment-anythingopen-vocabulary-detectionopen-vocabulary-segmentationgrounding-dino UpdatedJan 14, 2025 Python YvanYin/Metric3D Star1.6k Code Issues Pull requests The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and...
To eliminate the annotation costs, we make a first exploration to tackle spatio-temporal video grounding in a zero-shot manner. Our method dispenses with the need for any training videos or annotations; instead, it localizes the target object by leveraging pre-trained vision-language models and...
最强Zero-Shot视觉应用:Grounding DINO + Segment Anyth...,曾经整个香港都为关淑怡的歌声而痴狂,如今却沦落到这等地步,着实让人叹息。不过归根结底,这都是她自己的选择造成的结果。
2.4.RAM+GroundingDINO+SAM的简单使用 后续还有一些其他项目:本篇文章主要对Grounded-SAM项目的部署以及使用进行讲解,目的是使读者可以直接参考文档去使用Grounded-SAM,而无需再去参考Github一步步自己去分析尝试(也算是我使用过程中的心得)。 对于Grounded-SAM 技术报告的paper阅读可以跳转链接: 全自动标注集成项目(Groun...
GestureGPT: Toward Zero-shot Interactive Gesture Understanding and Grounding with Large Language Model Agents 下载积分: 199 内容提示: GestureGPT: Toward Zero-shot Free-form Hand GestureUnderstanding with Large Language Model AgentsXin Zeng ∗Institute of ComputingTechnology, Chinese Academy ofSciences....
computer-visiondeep-learningartificial-intelligenceobject-detectionzero-shot-object-detectionopen-vocabulary-detectionfine-grained-open-vocabulary-object-detection UpdatedSep 23, 2024 Python hpc203/GroundingDINO-onnxrun Star48 使用onnxruntime部署GroundingDINO开放世界目标检测,包含C++和Python两个版本的程序 ...