Udemy

Convolutional Neural Networks (CNN's)

Бесплатное видеоруководство от Frank Kane
Learn AI, AWS & machine learning from a former Amazon senior manager. Join 1M+ learners, then build real projects with me in my AI community.
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51 курс
1 298 159 студента
Convolutional Neural Networks (CNN's)

Описание лекции

We'll introduce the concepts of CNN's, and how they are inspired by the biology of your visual cortex.

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Autonomous Cars: Deep Learning and Computer Vision in Python

Learn OpenCV, Keras, object and lane detection, and traffic sign classification for self-driving cars

12:26:02 видео по запросу • Обновлено Июль 2026

Automatically detect lane markings in images
Detect cars and pedestrians using a trained classifier and with SVM
Classify traffic signs using Convolutional Neural Networks
Identify other vehicles in images using template matching
Build deep neural networks with Tensorflow and Keras
Analyze and visualize data with Numpy, Pandas, Matplotlib, and Seaborn
Process image data using OpenCV
Calibrate cameras in Python, correcting for distortion
Sharpen and blur images with convolution
Detect edges in images with Sobel, Laplace, and Canny
Transform images through translation, rotation, resizing, and perspective transform
Extract image features with HOG
Detect object corners with Harris
Classify data with machine learning techniques including regression, decision trees, Naive Bayes, and SVM
Classify data with artificial neural networks and deep learning