The primary interface for using dataTap’s rich data management tools
datatap-python
The dataTap Python library is the primary interface for using dataTap’s rich data management tools. Create datasets, stream annotations, and analyze model performance all with one library.
Features
- [x] ⚡ Begin training instantly
- [x] 🔥 Works with all major ML frameworks (Pytorch, TensorFlow, etc.)
- [x] 🛰️ Real-time streaming to avoid large dataset downloads
- [x] 🌐 Universal data format for simple data exchange
- [x] 🎨 Combine data from multiples sources into a single dataset easily
- [x] 🧮 Rich ML utilities to compute PR-curves, confusion matrices, and accuracy metrics.
- [x] 💽 Free access to a variety of open datasets.
Getting Started (Platform)
To begin, select a dataset from the dataTap repository.
Then copy the starter code based on your library