Deep Learning / cnns

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cifar-10-cnn 🌿
787 (+0) ⭐

Play deep learning with CIFAR datasets

0 comments   CNNs  
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15 (+0) ⭐

Deep learning network for traffic sign image classification

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Coursera Deep Learning Course 4

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424 (+0) ⭐

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

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Google TensorFlow project for classification using images or video input.

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10 (+0) ⭐

Implemented the deep learning techniques using Google Tensorflow that cover deep neural networks with a fully connected network using SGD and ReLUs; Regularization with a multi-layer neural network using ReLUs, L2-regularization, and dropout, to prevent overfitting; Convolutional Neural Networks (CNNs) with learning rate decay and dropout; and Recurrent Neural Networks (RNNs) for text and sequences with Long Short-Term Memory (LSTM) networks.

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1475 (+0) ⭐

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

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10 (+0) ⭐

Deep learning for pedestrians: backpropagation in CNNs. Latex and PyTorch code to verify theoretical derivations.

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3 (+0) ⭐

An attempt to solve the mystery behind deep learning models

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An exploration of the best mechanisms to overcome small datasets when training Convolutional Neural Networks with Deep Learning.

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