wget--directory-prefix=downloads http://images.cocodataset.org/zips/val2017.zip wget--directory-prefix=downloads http://calvin.inf.ed.ac.uk/wp-content/uploads/data/cocostuffdataset/stuffthingmaps_trainval2017.zip #Unpackeverything mkdir-p dataset/images mkdir-p dataset/annotations unzip downloads...
wget --directory-prefix=downloads http://images.cocodataset.org/zips/val2017.zip wget --directory-prefix=downloads http://calvin.inf.ed.ac.uk/wp-content/uploads/data/cocostuffdataset/stuffthingmaps_trainval2017.zip 解压数据集 mkdir -p dataset/images mkdir -p dataset/annotations unzip downloads...
Configure the COCO-Stuff dataset: Create folders:mkdir models/deeplab/deeplab-public-ver2/cocostuff && mkdir models/deeplab/deeplab-public-ver2/cocostuff/data Create a symbolic link to the images:cd models/deeplab/cocostuff/data && ln -s ../../../../dataset/images images && cd ../../...
You can now useScale's Nucleusplatform toexplore the COCO-Stuff dataset. The platform allows you to search for images with specific annotations or using textual image descriptions. You can also identify potential annotation errors by comparing the predictions of an object detector to the ground-trut...
import os import json import numpy as np from PIL import Image from pycocotools.coco import COCO # 设置数据集路径 data_dir = 'dataset' img_dir = os.path.join(data_dir, 'images') ann_file = os.path.join(data_dir, 'annotations', 'stuffthingmaps_trainval2017.json') # 初始化COCO API...
Figure 5. Visual comparison between instance layouts and panoptic layouts on the COCO-Stuff dataset 昇腾社区(hiascend.com)同步上新基于该论文的AI试玩应用,小伙伴们在给定的画布中,可以选择任意元素,大海、沙滩、天空,随心拼接拆合,然后通过华为Atlas 200 DK推理,可实时生成独一无二的真实AI风景画,扫描下方二...
unzip downloads/cocostuff-10k-v1.1.zip -d dataset/将数据集下载下来;如果是windows系统可以直接去对应网址下载,然后解压到对应目录下即可。 -Matlab中运行: CocoStuffClasses.showClassHierarchyStuffThings()查看标签的层次结构图(可跳过) -Matlab中运行:CocoStuffAnnotator()打开标注工具进行尝试,因为本篇主要讲述使...
三、实验结果 dataset: PASCAL VOC 2012分割标准,选取该数据集上1464(train...) 。还研究了在不同数量像素级标注下的半监督学习方法,使用PASCAL VOC 2012数据集中部分训练集子集做强标注数据集,另一部分不重叠的增强训练集做弱标注训练集,在使用EM-Fixed方法对只有 ...
datasets import Dataset from paddleseg.cvlibs import manager from paddleseg.transforms import Compose @manager.DATASETS.add_component class CocoStuff(Dataset): """ COCO-Stuff dataset `https://github.com/nightrome/cocostuff`. The folder structure is as follow: cocostuff | |--images | |--train...
The Common Objects in COntext-stuff (COCO-stuff) dataset is a dataset for scene understanding tasks like semantic segmentation, object detection and image captioning. It is constructed by annotating the original COCO dataset, which originally annotated t