> For the complete documentation index, see [llms.txt](https://developer.supervisely.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://developer.supervisely.com/app-development/neural-network-integration.md).

# Neural Network integration

- [Overview](https://developer.supervisely.com/app-development/neural-network-integration/overview.md)
- [Serving App](https://developer.supervisely.com/app-development/neural-network-integration/inference.md)
- [Introduction](https://developer.supervisely.com/app-development/neural-network-integration/inference/overview-nn-integration.md)
- [Instance segmentation](https://developer.supervisely.com/app-development/neural-network-integration/inference/instance-segmentation.md): Step-by-step tutorial of how to integrate custom instance segmentation neural network into Supervisely platform on the example of detectron2.
- [Object detection](https://developer.supervisely.com/app-development/neural-network-integration/inference/object-detection.md): Step-by-step tutorial of how to integrate custom object detection neural network into Supervisely platform on the example of detectron2.
- [Semantic segmentation](https://developer.supervisely.com/app-development/neural-network-integration/inference/semantic-segmentation.md): Step-by-step tutorial of how to integrate custom semantic segmentation neural network into Supervisely platform on the example of mmsegmentation.
- [Pose estimation](https://developer.supervisely.com/app-development/neural-network-integration/inference/pose-estimation.md): Step-by-step tutorial of how to integrate custom pose estimation neural network into Supervisely platform on the example of ViTPose.
- [Point tracking](https://developer.supervisely.com/app-development/neural-network-integration/inference/point-tracking.md): Step-by-step tutorial on how to integrate custom point tracking neural network into Supervisely platform on the example of PIPs.
- [Object tracking](https://developer.supervisely.com/app-development/neural-network-integration/inference/object-tracking.md): Step-by-step tutorial on how to integrate custom visual object tracking neural network into Supervisely platform on the example of MixFormer model.
- [Mask tracking](https://developer.supervisely.com/app-development/neural-network-integration/inference/mask-tracking.md): Step-by-step tutorial on how to integrate custom video object segmentation neural network into Supervisely platform on the example of XMem.
- [Image matting](https://developer.supervisely.com/app-development/neural-network-integration/inference/image-matting.md): Step-by-step tutorial on how to integrate custom interactive image matting neural network into Supervisely platform on the example of Matte Anything.
- [How to customize model inference](https://developer.supervisely.com/app-development/neural-network-integration/inference/customize-inference.md)
- [Example: Custom model inference with probability maps](https://developer.supervisely.com/app-development/neural-network-integration/inference/custom-inference-with-alpha-mask-segmentation.md)
- [Serving App with GUI](https://developer.supervisely.com/app-development/neural-network-integration/inference-with-gui.md)
- [Introduction](https://developer.supervisely.com/app-development/neural-network-integration/inference-with-gui/overview.md)
- [How to use default GUI template](https://developer.supervisely.com/app-development/neural-network-integration/inference-with-gui/use-gui-template.md)
- [Default GUI template customization](https://developer.supervisely.com/app-development/neural-network-integration/inference-with-gui/customize-gui-template.md)
- [How to create custom user interface](https://developer.supervisely.com/app-development/neural-network-integration/inference-with-gui/create-custom-gui.md)
- [Inference API](https://developer.supervisely.com/app-development/neural-network-integration/inference-api-tutorial.md)
- [Training App](https://developer.supervisely.com/app-development/neural-network-integration/training.md)
- [Overview](https://developer.supervisely.com/app-development/neural-network-integration/training/overview.md)
- [Tensorboard template](https://developer.supervisely.com/app-development/neural-network-integration/training/tensorboard-template.md): Step-by-step tutorial explains how to use custom training script and log results in Tensorboard
- [Object detection](https://developer.supervisely.com/app-development/neural-network-integration/training/training-dashboard.md): Step-by-step tutorial explains how to integrate custom object detection neural network into Supervisely platform
- [High level scheme](https://developer.supervisely.com/app-development/neural-network-integration/nn-training-deployment.md): Guide explains how to train and deploy Neural Networks in Supervisely
- [Custom inference pipeline](https://developer.supervisely.com/app-development/neural-network-integration/custom-inference-pipeline.md)
- [Train and predict automation model pipeline](https://developer.supervisely.com/app-development/neural-network-integration/model-automation-train-and-predict-pipeline.md)