Deep Learning With PyTorch - Image Filter / Image Kernel Overview - Deep Learning with PyTorch 11

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What you'll learn

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3.5 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

pytorch deep learning python convolutional neural network cnn image detection cnn image kernel cnn image filter convolutional neural network image kernel cnn striding convolutional neural network striding cnn stride convolution convolution striding codemy.com

Full Transcript

In this video I'll start to discuss image filters, or image kernels as they're also called, for convolutional neural networds in Pytorch and Python. Image filters, or image kernels, are small matrices that our neural network will drag (or convolute, or stride) across an image to do certain things. Each pixel of the image is multiplied by the individual weight in the matrix in order to accomplish some outcome. #pytorch #codemy #JohnElder Timecodes 0:00 - Introduction 1:22 - Image/Kernel Filter Overview 5:07 - Stride Length 5:38 - Image Kernel Website 7:00 - Sobel Feature Detection 9:33 - Conclusion

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