Web Design

Image Editing Techniques

Game Development

Model Compression Techniques

Make models bigger

Reduce the number of layers

Transfer knowledge from a teacher model to a student model

Increase the number of parameters

Network Pruning

Image Resizing

Data Augmentation

Feature Extraction

To improve image quality

To increase the number of colors in images

To add more layers to a model

To convert network parameters to lower precision

Finding the right rank for factorization

Reducing data size

Making models larger

Increasing training time

They require more power

They increase the number of parameters

They help models run on devices with limited resources

They make models slower

Knowledge Distillation

Network Quantization

Network Pruning

Image Filtering