Examples

Example Repository

We have a GitHub repo of code examples. Below are some examples of projects using wandb to track training.

  • Public Dashboard: These are public reports in our web app, showing results of training a model that was instrumented with wandb.

  • Code: A link to model code that produced the visualized results.

PyTorch

Description

Public Dashboard

Code

Colorizing CNN transforms B&W images to color

W&B Dashboard

Github Repo

Yolo-2 Bounding Box

W&B Dashboard

Github Repo

Reinforcement Learning

W&B Dashboard

Github Repo

char-RNN to forecast text

W&B Dashboard

Github Repo

Keras

Description

Public Dashboard

Code

Colorizing CNN transforms B&W images to color

W&B Dashboard

Github Repo

CNN Face emotion classifier

W&B Dashboard

Github Repo

Mask RCNN semantic segmentation

W&B Dashboard

Github Repo

Fine-tuning CNN on iNaturalist data

W&B Dashboard

Github Repo

Semantic segmentation with U-Net

W&B Dashboard

Github Repo

TensorFlow

Description

Public Dashboard

Code

GAN to predict video frames

W&B Dashboard

Github Repo

Fast.ai

Description

Public Dashboard

Code

Classifying Simpson's characters

W&B Dashboard

Github Repo

Semantic Segmentation

W&B Dashboard

Github Repo

Have a public project to share?

Contact us at contact@wandb.com if you'd like us to add one of your projects to our featured list of examples.