Udemy – [NEW] 2024:Mastering Computer Vision With GenAI :12 Projects 2024-5

Description

Course [NEW] 2024: Mastering Computer Vision With GenAI : 12 Projects. This course is designed to provide you with the knowledge and skills necessary to succeed in this exciting field. Whether you are a machine learning expert looking to improve your skills or a beginner eager to explore the potential of deep learning, this course is for you. What you will learn in this course:

• Fundamentals of Deep Learning: Mastery of basic deep learning concepts including TensorFlow and Keras libraries.
• Core Algorithms: In-depth understanding of core deep learning algorithms such as Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN) and Generative Adversarial Networks (GAN).
• Hands-on Projects: Gain hands-on experience through hands-on projects including image classification, object recognition, and image captioning.
• Advanced Topics: Explore advanced topics such as transfer learning, data augmentation, and advanced models such as YOLOv8 and Stable Diffusion.

What you will learn in this course:

• deep learning (DEEP LEARNING)
• TensorFlow
• Keras
• convolutional neural network (CNN)
• recurrent neural network (RNN)
• LSTM (Long Short-Term Memory)
• Gated Recurrent Unit (GRU)
• Keras calls / checkpoints / early termination
• Generative adversarial networks (GANs)
• IMAGE CAPTIONING
• Keras preprocessing layers
• transfer learning
• IMAGE CLASSIFICATION
• Data annotation (DATA Annotation)
• RCNN mask two-shot detection
• YOLO one-shot detection
• YOLO-WORLD
• MOONDREAM
• FACE RECOGNITION
• Face swapping – fake deep production (image + video)
• Object detection (OBJECT DETECTION)
• Semantic Segmentation
• INSTANCE SEGMENTATION
• KEYPOINT DETECTION
• POSE DETECTION/ACTION RECOGNITION
• Object tracking in videos (OBJECT TRACKING IN VIDEOS)
• OBJECT COUNTING IN VIDEOS
• IMAGE GENERATION BONUS LESSONS
• Projects
• ImageNet
• COCO
• Pytorch
• segmentation
• classification
• pattern recognition
• Deep Learning
• Machine Learning
• feature extraction
• HUMAN ACTION RECOGNITION
• Image annotation
• IMAGE CLASSIFICATION
• OBJECT RECOGNITION
• Deepfake

This course is suitable for people who:

• Beginner machine learning professionals who want to learn deep learning
• Python developers with basic machine learning knowledge
• Anyone who wants to learn about deep learning-based computer vision algorithms

Course specifications [NEW] 2024: Mastering Computer Vision With GenAI : 12 Projects

• Publisher:  Udemy
• Lecturer:  MG Analytics
• Training level: beginner to advanced
• Training duration: 26 hours and 47 minutes
• Number of courses: 80

Course headings

Course prerequisites [NEW] 2024: Mastering Computer Vision With GenAI : 12 Projects

• MACHINE LEARNING Basics
• Python

Course images

Sample video of the course

download link

Download part 1 – 2 GB

Download part 2 – 2 GB

Download part 3 – 2 GB

Download part 4 – 2 GB

Download part 5 – 2 GB

Download part 6 – 2 GB

Download part 7 – 7 MB

File(s) password: www.downloadly.ir

File size

12.0 GB