"""A PyTorch dataset for image segmentation task. The dataset is compatible with torchvision transforms. The transforms passed would be applied to both the Images and Masks. """ def __init__(self, root: str, image_folder: str, mask_folder: str, transforms: Optional[Callable] = None, see...
0: image classification 1: object detection 3: image segmentation 100: text classification 101: named entity recognition 102: text triplet 200: sound classification 201: speech content 202: speech paragraph labeling 400: table dataset 600: video labeling ...
Ros等人收集了6个驾驶数据集。bevet al.[1]将Mapillary、Cityscapes、WildDash validation set和ImageNet- 1k - bb (ImageNet[9]的子集,有边界框注释)混合用于WildDash[44]上的联合分割和离群点检测。在较小的尺度上,[16,22]混合了Mapillary、Cityscapes和German Traffic Sign Detection Benchmark。与这些工作相比...
Image segmentation method for segmenting a selected region from a multi-dimensional dataset, uses a shape model representing the general outline of the region and sets up an adaptive meshTo segment a selected region from a multi-dimensional dataset, a shape model representing the general outline of...
Full size image Annotation tool TableMeoriginate from the famous annotation toolLabelMe, which is powerful in providing the annotation for the image segmentation task, andTableMecompletely inherits this feature leading to a great capacity for the table or cell’s spatial annotating. Besides, it poss...
Video semantic segmentation has been one of the research focus in computer vision recently. It serves as a perception foundation for many fields such as robotics and autonomous driving. The fast development of semantic segmentation attributes enormously to the large scale datasets, especially for the ...
Task and Metric.Our dataset benchmark is the instance segmentation task: given a fixed, known set of categories, design an algorithm that when presented with a previously unseen image will output a segmentation mask for each instance of each category that appears in the image along with the cat...
Chest Image Dataset for Pneumothorax Segmentation 1.OverviewPneumothorax can be caused by a blunt chest injury, damage from underlying lung disease, or most horrifying—it may occur for no obvious reason at all. On some occasions, a collapsed lung can be a life-threatening event.Pneumothorax is ...
the UCI repository of machine learning databases. The information is a replica of the notes for the segmentation dataset from the UCI repository.中文关键词：图像,数据集,分割,机器学习,英文关键词：Image,dataset,Segmentation,Machine Learning,数据格式：TEXT 数据用途：Information Processing Classification ...
对齐之后做Video Segmentation,如果两个utterance segments之间小于3秒,将gap与左侧的segment做合并;如果大于3秒,则单独成为一个segment。 2.1.2 数据标注 一共有六个标注者在经过培训之后进行标注,具体步骤如下—— Emotion Moments Annotation: 标注者需要在主要人物表现出特定情感的时候将视频暂停,建立一个十秒的...