Automaton AI: ADVIT - Deep Learning Platform (white labeled AI & ML Data)

ADVIT key features: 1. Hierarchical Attribute Tagging 2. Deep Learning model integration to speed up the annotation process (Automated Labeling) 3. Self-hosted data labeling tool 4. Expert data annotators ADVIT value adds to the data-labeling process: 1. Identity & Access Management 2. Video Pre-Processing 3. Interoperability 4. Data organization & Tracking 5. Data Security 6. Get statistics about distributions of your data 7. Monitor or QA your data-labeling progress on run-time 8. Integration with client’s software stack 9. Raw & annotated data sourcing / licensing Types of Annotation tool can Annotation too can perform: 1. Image classification 2. Object detection 3. Semantic segmentation 4. Image tagging 5. Text annotation 6. Polygon annotation 7. Cuboidal annotation 8. Attribute tagging • Image augmentation feature o Rotation o Translation • Data pre-processing features o Image zooming o Full Image augmentation features o Multi-camera Video Synchronization

搜集汇总

背景与挑战

背景概述

ADVIT是一个白标AI/ML深度学习平台，专注于数据标注，提供分层属性标记、深度学习模型集成以加速标注、自托管工具和专家标注员等核心功能。该平台在数据标注过程中增加了身份与访问管理、视频预处理、数据安全等增值服务，并支持图像分类、对象检测、语义分割等多种标注类型，以及图像增强和数据预处理特性。