TomislavZupanovic/AWSBlackBelt-Infrastructure

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Created almost 3 years ago
Updated over 2 years ago

TomislavZupanovic/AWSBlackBelt-Infrastructure

TomislavZupanovic

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Repository containing the Infrastructure as Code (CDK) for AWS Black Belt (AI/ML) capstone project of Predictive Maintenance

Wifi-Localization

Using Machine Learning method for predicting location and room classification with Received Signal Strength (RSSI) from nearby Access Points (Wi-Fi).

Jupyter Notebook

Caltech101

Just my take with Transfer Learning on Caltech101 dataset using ResNet-50 Convolutional Neural Network.

GraphSLAM-2D

Simulation of Graph SLAM in 2D environment.

Jupyter Notebook

Data-Reconstruction

Using Deep Learning methods based on CNNs and GANs for data completion and reconstruction.

Jupyter Notebook