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zakruti.com » IT - Software » freeCodeCamp.org
Image Classification with Convolutional Neural Networks - Deep Learning with PyTorch: Zero to GANs -

Image Classification with Convolutional Neural Networks - Deep Learning with PyTorch: Zero to GANs -

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Rating: 4.5; Vote: 2
Image Classification using Convolutional Neural Networks: https://jovian.ai/aakashns/05-cifar10-cnn - Classifying images of everyday objects using a neural network: https://jovian.ai/aakashns/03-cifar10-feedforward - Working with the 3-channel RGB images from the CIFAR10 dataset - Introduction to Convolutions, kernels & features maps - Underfitting, overfitting, and techniques to improve model performance
Date: 2022-03-14

Comments and reviews: 3


Thank you for this. Someday, can you do a troubleshooting session? I sometimes get stuck on the simplest of situations: there's a model that classifies flowers so I use that same model on a data set for cats and dogs and I can't even get a result out. Why? I don't understand the error and don't even know how to start troubleshooting it.
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Thank you for this interesting tutorial, I have a question about optimizers, I tried to use the SGD optimizer for this model but it seems that the accuracy does not improve throughout the epochs it remains frozen, do you know the reason for such behavior of the model?
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He is the best tutor I've ever met. And code by code review is extremely good !! Highly recommend to surf [ jovian.ai ] .
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