Deep learning:End to End Object Detection Masters

所在平台: Udemy

课程主页: https://www.udemy.com/course/end-to-end-object-detection-masters/

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课程简介

课程名称:深度学习:端到端目标检测大师课程 课程概述:成为目标检测领域的专家,掌握最新的深度学习框架,如Tensorflow、Detectron2和YoloV5。在这门课程中,您将学习从零开始创建四种不同的目标检测器,利用多种框架实现目标检测的全流程网络应用。通过实践导向的学习,您将掌握构建最先进的目标检测应用的技能。 课程包含四个实际项目,针对不同框架的主题不断升级: 1. detecto(2021年5月更新) 2. d2go(2021年5月更新) 3. mmdetection(2021年6月更新) 4. 使用Paperspace进行训练(2021年5月更新) 5. 使用DataCrunch进行训练(2021年5月更新) 6. 从Flask迁移到FastAPI(2021年6月更新) 7. 容器化您的应用(2021年6月更新) 8. 在云端部署您的应用(2021年7月更新) 本课程展示了行业中真实数据科学家和机器学习专业人士所使用的策略,为您准备进入这一热门职业路径提供培训,前提是您具备编程经验。课程包括超过100节详细的讲座,重点在于实用理解和实现。旨在帮助您学习如何训练和评估目标检测模型。 课程将通过多种方式帮助您发展必要的直觉,解决大多数关于目标检测的问题,这在计算机视觉和深度学习相关职位的面试中非常常见。您还将学习如何使用自己的数据创建模型,从而有效地开发一些计算机视觉解决方案。此外,您将获得访问Skype小组的权限,便于与我和同学进行交流。 还等什么呢?立即注册吧!

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课程详情

Become an Object Detection Guru with the latest frameworks available like Tensorflow, Detectron2, and YoloV5. In this course, you will be learning to create four different object detectors using multiple frameworks from scratch. Creating end-to-end web applications for object detectors using multiple deep learning frameworks in this practical-oriented course. You will be a wizard of building State of the art object detection applications.4 Real Time Projects Included for 4 different frameworks.More updates coming soon with more content and sections1. detecto (May 2021 Update)2. d2go (May 2021 Update)3. mmdetection (June 2021 Update)4. How to use Paperspace for training? (May 2021 Update)5. How to use DataCruch for training? (May 2021 Update)6. Moving from Flask to FastAPI (June 2021 Update)7. Dockerizing your Applications (June 2021 Update)8. Deploying your Applications in Cloud (July 2021 Update)This course will show you the strategies used by real data scientists and machine learning professionals in the tech industry - and train you for a leap into this trendy career path if you have any programming experience.Over 100 lectures are included in this detailed object detection tutorial. The emphasis is on practical understanding and implementation. This course was created to assist you in learning how to train and evaluate object detection models.This is accomplished by assisting you in a variety of ways, including:Developing the requisite intuition to address most questions about object detection using deep learning, which is a common subject in interviews for roles in computer vision and deep learning.By showing you how to create your own models using your own data.You'll be able to develop some effective Computer Vision solutions as a result of this.You'll also have access to the Skype Group, which will enable you to communicate with me and your classmates. So, what exactly are you waiting for?Enroll right now!

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