Search for tag: "image"

Advanced Machine Learning 2022 - day 29 Explainable AI for Deep Networks

Saliency, CAM, GradCAM

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Advanced Machine Learning 2022 - day 28 Style Transfer

Image gradients; Style Transfer

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Advanced Machine Learning 2022 - day 27 Cycle GANs

HW 8 introduction; Cycle GANs

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Advanced Machine Learning 2022 - day 26 Generative Adversarial Networks

Generative Adversarial Networks

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Advanced Machine Learning 2022 - day 25 Variational Autoencoders

Variational Autoencoders

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Advanced Machine Learning 2022 - day 23 Convolutional Autoencoders

Convolutional Autoencoders

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Advanced Machine Learning 2022 - day 23 Autoencoders

Autoencoders

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Advanced Machine Learning 2022 - day 22 Transformers

Transformers in Detail

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Advanced Machine Learning 2022 - day 15 Model API

Keras Model API, nesting models; HW 4 introduction

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Advanced Machine Learning 2022 - day 14 Convolutional Neural Netowrks

Convolutional neural networks; data augmentation; ImageDataGenerator; creating branching networks

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Advanced Machine Learning 2022 - Day 13 Convolutional Neural Network Architectures

Convolutional Neural Networks; building image recognition networks; categorical cross-entropy; binary cross-entropy

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Advanced Machine Learning 2022 - HW3 Code Discussion

Zoom Recording ID: 97315189191 UUID: mnFo3jbAQBakR6XILsDh7Q== Meeting Time: 2022-02-28 07:35:29pm

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Advanced Machine Learning 2022 - Generators

Generators, ImageDataGenerators

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Advanced Machine Learning 2022 - day 12 Convolutional Neural Networks

Convolutional neural networks: first code, 2D convolution; Dropout; First image classification architecture

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Advanced Machine Learning 2022 - day 11 Convolutional Neural Networks

HW 1; Two-sample vs paired sample hypothesis tests. Convolutional Neural Networks

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Advanced Machine Learning 2022 - day 01

Course Introduction

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