Roadmap

Develop roadmap

v0.1.0

1. data augmentation ✔️
   • Classification ✔️
   • Segmentation ✔️
   • Detection ✔️
2. models
   • Classification: Resnet, DenseNet, ResNext ... ✔️
   • Segmentation: UNet, UNet34, UNet101, UNet152 ✔️
3. Github Action auto test ✔️
4. Dockerfile & Docker image ✔️
5. readthedocs: foucus on introduction ✔️
6. pypi package ✔️

v0.2.0

1. training script
   • Classification
   • Segmentation
2. Simple datasat dataloader:
   • Classification: EuroSat, DeepSat
   • Segmentation: Open AI Challenge: Tanzania
3. metrics
   • Classification
   • Segmentation

v0.3.0

1. Tensorboard
2. More Models
   • Classification:
   • Segmentation:

v0.4.0

1. Large Dataset Loader, such as SpaceNet, xView, BigEarthNet...
2. Data Prepare tools.

v0.5.0

1. detection models
2. detection training

v1.0.0rc0

1. focus on Documents
2. bug fix
3. maybe website？

v1.0.0

1. first stable version release

v1.1.0

1. Multi-GPU Training?