Articles tagged convolutional neural networks

6 articles

PyTorch: dividing dataset, transformations, training on GPU and metric visualization

PyTorch: dividing dataset, transformations, training on GPU and metric visualization

Practical tips on dividing a dataset for training, validation and testing, applying transformations, moving to a GPU and metrics visualization.

Read article
YOLO fast object detection and classification

YOLO fast object detection and classification

YOLO fast object detection and classification. Brief introduction to the YOLO algorithm plus installation tips for Ubuntu.

Read article
Convolutional neural network 4: data augmentation

Convolutional neural network 4: data augmentation

Data augmentation - train a neural network with data generators. The last part of the tutorial on convolutional neural networks.

Read article
Convolutional neural network 3: convnets and overfitting

Convolutional neural network 3: convnets and overfitting

Convnets and overfitting - the third part of a practical tutorial. Regularization techniques and practical tips for building convolutional networks.

Read article
Convolutional neural network 2: architecture

Convolutional neural network 2: architecture

Convolutional neural network - everything you would like to know about ConvNets, but were afraid to ask ;-). Comprehensive multipart tutorial: part 2

Read article
Convolutional neural network 1: convolutions

Convolutional neural network 1: convolutions

Convolutional neural network - everything you would like to know about ConvNets, but were afraid to ask ;-). Comprehensive multipart tutorial: part 1.

Read article
Categories
Tags