Nupur Sumeet

High-Performance Deployment of Text Detection Model: Compression and Hardware Platform considerations

2022

Network compression is often adopted for high throughput implementation on commercial accelerators. We propose a heuristic based approach to obtain compressed networks with a hardware-friendly architecture as an alternative to conventional NAS algorithms that are …