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...
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...
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...
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...
As a starting point, this plugin comes with at least one zero-shot model per task. These are: Image Classification ALIGN AltCLIP CLIP: (OpenAI) CLIPA DFN CLIP: Data Filtering Networks EVA-CLIP MetaCLIP SigLIP Object Detection YOLO-World Owl-ViT Grounding DINO Instance Segmentation Owl-ViT +...
GroundVLP: Harnessing Zero-shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection Visual grounding, a crucial vision-language task involving the understanding of the visual context based on the query expression, necessitates the model to... H Shen,T Zhao,M Zhu...
Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding Zhihao Yuan1,2, Jinke Ren1,2, Chun-Mei Feng3, Hengshuang Zhao4, Shuguang Cui2,1, Zhen Li2,1* 1 FNii, CUHKSZ 2 SSE, CUHKSZ 3 IHPC, A*STAR, Singapore 4 HKU Abstract 3D Visual Grounding (3D...
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 ...
This is the official repository for ICCV19 oral paper Zero-Shot Grounding of Objects from Natural Language Queries. It contains the code and the datasets to reproduce the numbers for our model ZSGNet in the paper. The code has been refactored from the original implementation and now supports ...
3、接纳新概念(Novel concept grounding),提示中包含一些不常见的词,例如dax, blicket等,可以通过在提示内的图像进行解释,然后直接在指令中使用,可以测试智能体对新概念的认知速度; 4、单样本视频模仿(One-shot video imitation),观看视频演示,并学习如何以相同的移动路径对一个特定物体进行复现; 5、满足视觉限制(Vi...