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Portfolio - Object recognition, CNN layers visualizations, YOLO object detection CNN and RNN algorithms in Pytorch

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ggomp2885/Computer-Vision-DL

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Pytorch-Exploration

Complete Computer Vision CNNs and Time Series RNN algorithms on the MNIST and FashionMNIST datasets

To start exploring:

Open the "Object_Recognition" .ipynb file to explore some of work building and using CNN architectures and the other .ipynb files in this main folder

Files and Folders

2 folders containing the MNIST, and FASHIONMNIST datasets

2 checkpoint files for saving results of models after a set number of Epochs

1 txt file for saving the accuracy and time taken metrics for each configuration of the models

1 main .py file containing all of the data loading, model training, and model evaluation code

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Portfolio - Object recognition, CNN layers visualizations, YOLO object detection CNN and RNN algorithms in Pytorch

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