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blender-sdg
blender-sdg PublicStep-by-step tutorial on how to create data with Blender for an object detection application, with ressources included.
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Evaluating-w-Embeddings
Evaluating-w-Embeddings PublicIn this paper we compare and evaluate two simple embedding models which can be constructed directly from a given co-occurrence matrix extracted from Twitter data; Positive Pointwise Mutual Informat…
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PCA-on-Fashion-MNIST
PCA-on-Fashion-MNIST PublicThis is a concise tutorial on applying PCA in the benchmark dataset Fashion MNIST. I analyse how the data compression process is done in visual information.
Jupyter Notebook 2
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SVM-LR-on-Fashion-MNIST
SVM-LR-on-Fashion-MNIST PublicThis is a brief tutorial on using Logistic Regression and Support Vector Machines for classification on the Fashion MNIST dataset.
Jupyter Notebook 2
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BoVW-ResNet18-Robustness-Evaluation
BoVW-ResNet18-Robustness-Evaluation PublicThe aim of this project is to explore the classification of images using a ResNet18 Convolutional Neural Network and a Bag of Visual Words (BoVW) method that uses Support Vector Machines (SVM) on a…
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Regularization-techniques-on-NNs
Regularization-techniques-on-NNs PublicDuring this study we will explore the different regularisation methods that can be used to address the problem of overfitting in a given Neural Network architecture, using the balanced EMNIST dataset.
Jupyter Notebook 1
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