Disclaimer:
This repository documents an independent research and development project created by Rares Sahleanu for Jugend forscht (Germany) in 2020/2021.
The accompanying research paper, “VeduNet – Faltende Neuronale Netze zum Selbermachen”, can be viewed here.
| Component | Status |
|---|---|
| Matrices and vectors | ✅ |
| Derivation engine | ✅ |
| Gradient computation | ✅ |
| Symbolic calculator | ✅ |
| Learning and optimization algorithms | ✅ |
| GPU support | ❌ |
| Activation functions | ❌ |
| Convolutional layers | ❌ |
| ↳ Algorithms | ❌ |
| Keypoint detections (FAST, Jarros, Shi) | ❌ |
| Support Vector Machine | ❌ |
| k-nearest neighbours (weighted) | ❌ |
| Multithreading implementation | ❌ |
| Codebase cleanup | ❌ |
| Visual interface | ❌ |