Object Detection 课程可以帮助您学习图像处理、特征提取和分类技术。您可以掌握实现 Algorithm 和 SSD 等算法的技能,并了解评估模型性能的指标。许多课程介绍 TensorFlow 和 OpenCV 等工具,展示这些技术如何促进识别和定位图像和视频中物体的 AI 应用程序的开发。

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Model Training, Matlab, Fine-tuning, Data Preprocessing, Software Visualization, Transfer Learning, Model Optimization, Data Analysis, Network Architecture
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Model Optimization, Model Deployment, MLOps (Machine Learning Operations), Transfer Learning, Image Quality, Model Training, Image Analysis, Analysis, Computer Vision, Tensorflow, Data Quality, Failure Analysis, Data Pipelines, Deep Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Performance Analysis, Docker (Software), Python Programming
中级 · 专项课程 · 1-3 个月

您将获得的技能: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 卷积神经网络, 深度学习, 计算机视觉, 模型培训, 应用机器学习, 可视化(计算机制图), 模型优化, 微调, 分类算法, Model Evaluation, Transfer Learning, 图像分析, 迁移学习, 模型评估, 张力流
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Model Training, Fine-tuning, Deep Learning, Machine Learning Methods, Image Quality, Generative AI, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, Machine Learning, Classification Algorithms, Software Visualization
初级 · 专业证书 · 3-6 个月

MathWorks
您将获得的技能: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Deep Learning, Generative AI, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing, Matlab, Software Visualization, Classification Algorithms, Model Optimization, Predictive Modeling, Performance Tuning
初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra
攻读学位
中级 · 专项课程 · 1-3 个月

MathWorks
您将获得的技能: Algorithm, 深度学习, 计算机视觉, 算法, 地理空间信息与技术, Matlab, 数据预处理, 模型培训, 交通流优化, 分类算法, 异常检测, Transfer Learning, Model Evaluation, 机器学习, 机器学习算法, 图像分析, 机器学习方法, 监督学习, 迁移学习, 模型评估
中级 · 专项课程 · 1-3 个月

MathWorks
您将获得的技能: 深度学习, 计算机视觉, Matlab, 交通流优化, Transfer Learning, 机器学习方法, 图像分析, 迁移学习
初级 · 课程 · 1-4 周

您将获得的技能: Computer Vision, Image Analysis, Program Development, Data Science, Visualization (Computer Graphics), Code Reusability, Real Time Data, Python Programming, Development Environment, Model Training, Classification Algorithms, File I/O, System Design and Implementation, Data Preprocessing, Data Validation, Software Installation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Computer Vision, Convolutional Neural Networks, Image Analysis, Fine-tuning, Model Training, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Data Collection, Software Installation
初级 · 课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 卷积神经网络, 深度学习, 计算机视觉, 人工神经网络, 模型培训, 嵌入, 应用机器学习, 数据预处理, 微调, 网络架构, Transfer Learning, 图像分析, 张力流, 迁移学习
中级 · 课程 · 1-4 周