{"repo":"laclouis5/globox","free":true,"listed":false,"github":"https://github.com/laclouis5/globox","clone":"git clone https://github.com/laclouis5/globox.git","description":"A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.","language":"Python","stars":215,"topics":["object-detection","metrics","coco-api","mean-average-precision","bounding-boxes","annotation","average-precision","pascal-voc","cvat","labelme"],"license":"MIT","category":"analytics","readme_excerpt":"Globox — Object Detection Toolbox This framework can: parse all kinds of object detection datasets (ImageNet, COCO, YOLO, PascalVOC, OpenImage, CVAT, LabelMe, etc.) and show statistics, convert them to other formats (ImageNet, COCO, YOLO, PascalVOC, OpenImage, CVAT, LabelMe, etc.), and evaluate predictions using standard object detection metrics such as $AP {[.5:.05:.95]}$, $AP {50}$, $mAP$, $AR {1}$, $AR {10}$, $AR {100}$. This framework can be used both as a library in your own code and as a command line tool. This tool is designed to be simple to use, fast and correct. Install You can install the package using pip: Use as a Library Parse Annotations The library has three main components: BoundingBox : represents a bounding box with a label and an optional confidence score Annotation : represent the bounding boxes annotations for one image AnnotationSet : represents annotations for a set of images (a database) The AnnotationSet class contains static methods to read different dataset formats: Annotation offers file-level granularity for compatible datasets: For more specific implementations the BoundingBox class contains lots of utilities to parse bounding boxes in different formats, like the create() method. AnnotationsSet s are set-like objects. They can be combined and annotations can be added: Inspect Datasets Iterators and efficient lookup by image id 's are easy to use: Datasets stats can printed to the console: Edit and Filter Datasets AnnotationSets can be filtered a","default_branch":null,"files":null,"tree":[],"storefront":"/r/laclouis5","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/laclouis5/globox/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}