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37 results

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 4: Building Rotationally Equivariant Kernels

0:00 Basis functions separated into radial and angular components 0:41 Using the real Fourier series to build functions on the unit ...

9:17
Equivariant Convolutions and Tensor Fields — Episode 4: Building Rotationally Equivariant Kernels

31 views

5 days ago

MIT OpenCourseWare
3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch

MIT 15.773 Hands-On Deep Learning Spring 2024 Instructor: Rama Ramakrishnan View the complete course: ...

1:17:13
3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch

2,160 views

2 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 1:  Introduction

This video series introduces the mathematical and conceptual foundations of equivariant convolutions, with a focus on rotational ...

2:08
Equivariant Convolutions and Tensor Fields — Episode 1: Introduction

303 views

5 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 10: Convolutions on Tensor Fields in 3D

0:00 Moving into the discrete point cloud regime 1:13 Discrete point cloud SO(2) equivariant convolution definition 2:15 Similarity ...

6:32
Equivariant Convolutions and Tensor Fields — Episode 10: Convolutions on Tensor Fields in 3D

30 views

5 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 5: Rotationally Equivariant Convolutions

0:00 Visualisation of the Fourier Bessel basis 1:07 SO(2) equivariant continuous convolution definition 2:08 Verification of the ...

4:36
Equivariant Convolutions and Tensor Fields — Episode 5: Rotationally Equivariant Convolutions

18 views

5 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 9: Convolutions on Tensor Fields in 2D

0:00 General setting for SO(2) equivariant convolutions for tensor fields 0:55 Integral definitions of SO(2) equivariant convolution ...

6:50
Equivariant Convolutions and Tensor Fields — Episode 9: Convolutions on Tensor Fields in 2D

42 views

5 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 2: Convolutions and Translational Equivariance

0:00 Background and motivation 1:09 Notation used in the series 1:59 Simple discrete convolution example 2:55 Receptive field ...

16:24
Equivariant Convolutions and Tensor Fields — Episode 2: Convolutions and Translational Equivariance

130 views

5 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 6: Real Tensor Field Rotations

0:00 Introducing tensor fields as inputs 1:40 Feature vectors with tensor features 2:20 Rotation behaviour of scalars in the real ...

8:44
Equivariant Convolutions and Tensor Fields — Episode 6: Real Tensor Field Rotations

139 views

5 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 3: Rotational Equivariance

0:00 Standard convolutions are not rotationally equivariant 0:22 Rotational equivariance condition 0:50 The general setting and ...

9:30
Equivariant Convolutions and Tensor Fields — Episode 3: Rotational Equivariance

49 views

5 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 8: Spin of Tensor Fields

0:00 Visualisation of the vector rotating in the complex representation 1:21 Derivation and visualisation of the tensor rotating in the ...

6:14
Equivariant Convolutions and Tensor Fields — Episode 8: Spin of Tensor Fields

20 views

5 days ago

Trevor Hardcastle
Equivariant Convolutions and Tensor Fields — Episode 7: Complex Tensor Field Rotations

0:00 Formal definition of the basis change from the real to complex representation 1:34 Basis change for the real rotation matrix to ...

4:31
Equivariant Convolutions and Tensor Fields — Episode 7: Complex Tensor Field Rotations

18 views

5 days ago

CATECP
Chapter 5 Clacssic Convolutional Neural Networks 4
9:41
Chapter 5 Clacssic Convolutional Neural Networks 4

0 views

1 day ago

CATECP
Chapter 5 Clacssic Convolutional Neural Networks 2
11:52
Chapter 5 Clacssic Convolutional Neural Networks 2

0 views

1 day ago

CODE ASSIGN
Signal Systems Project (BERT 2423) | MATLAB Convolution, Fourier Series & FFT

This video presents our BERT 2423 – Signal Systems Project, covering multiple signal processing concepts implemented using ...

11:12
Signal Systems Project (BERT 2423) | MATLAB Convolution, Fourier Series & FFT

2 views

6 days ago

CATECP
Chapter 5 Clacssic Convolutional Neural Networks 3
10:09
Chapter 5 Clacssic Convolutional Neural Networks 3

0 views

1 day ago

TechTonic
Revolutionizing Bacterial DNA Classification with Fuzzy CNNs!

In this groundbreaking video, we delve into the revolutionary world of bacterial DNA classification using Fuzzy Convolutional ...

10:18
Revolutionizing Bacterial DNA Classification with Fuzzy CNNs!

0 views

6 days ago

Zilal
VGG16 - convolution neural network - image prediction

How to predict an image using VGG16 Code: https://github.com/zelal-Eizaldeen/vgg16-image-predition #VGG #education ...

2:51
VGG16 - convolution neural network - image prediction

0 views

3 days ago

CATECP
Chapter 5 Clacssic Convolutional Neural Networks 1
7:34
Chapter 5 Clacssic Convolutional Neural Networks 1

0 views

1 day ago

Alon Lalezari - אלון ללזרי
Machine Learning   Seeing a Convolutional Neural Networks Learn practicaly

... robust to changes So you can see here just the code for the convolutional neural network and I just wanted to show you the idea ...

1:49
Machine Learning Seeing a Convolutional Neural Networks Learn practicaly

0 views

6 days ago

CATECP
Chapter 4 Basics of convolutional neural networks(2)
16:15
Chapter 4 Basics of convolutional neural networks(2)

0 views

1 day ago