Projects for Rice Undergraduate Data Science Summer Program
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Updated
Jul 21, 2017 - Python
Projects for Rice Undergraduate Data Science Summer Program
Home of various optimization algorithms.
Scripts to practice the basics of TF and Keras while building networks for image classification (CIFAR, MNIST).
DenseNet on CIFAR10 dataset
Image classification neural networks
Artificial Intelligence Project - Homework 1: Simple ResNet for CIFAR10 using TensorFlow
Deep CNN models ResNet34 and VGG16 have been trained and tested for image classification task using MNIST and CIFAR dataset (part of mini-project from the Deep learning and computer vision module)
Practice implementation of CNN based multi-class classification on FashionMNIST & CIFAR10 Datasets
Kleines CNN zur Klassifizierung des CIFAR-10 Datensatzes.
Deep Learning Neural Network Architectures - LeNet and AlexNet, both trained on CIFAR10 and CIFAR100 Datasets
ResNet implementation in tensorflow and pytorch
My experiments with Batch Normalization
Homework for the advanced neural networks course
A mobilenet-like CNN for CIFAR dataset using Pytorch-ignite
Deep Learning Experiments On CIFAR
Assignments of Machine Learning course
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