Deep Learning in Production from Cloud to Edge
Content
-
Overview
-
Platform
- Introduction
- Predicting from Models
- Chaining multiple models
- Model Deployment
- Upload files to Platform
- Training from CSV
- Training from Text
- Training from Timeseries
- Training an Image Tagger
- Training an Object Detector
- Training for Image Segmentation
- Training an OCR
- Training an Autoencoder
- Training T-SNE Visualization
- Training Jobs & Monitoring
- Failures & Debug
-
Server
- Introduction
- Examples
- Image Classifier
- Tag images into ElasticSearch
- Object detector
- API: Chaining multiple models
- API: Training from CSV with Neural Nets
- API: Training from CSV with XGBoost
- API: Training from text
- API: multi-GPU training
- API: Training from Images
- API: Training with Data Augmentation
- Running on Raspberry Pi and ARM boards
- Moving a service across servers
-
Applications
-
API Reference