no code implementations • 25 Aug 2023 • Md Mohaimenuzzaman, Christoph Bergmeir, Bernd Meyer
The scarcity of labelled data makes training Deep Neural Network (DNN) models in bioacoustic applications challenging.
no code implementations • 25 Jan 2023 • Chamath Abeysinghe, Chris Reid, Hamid Rezatofighi, Bernd Meyer
This approach is built upon a joint-detection-and-tracking framework that is extended by a set of domain discriminator modules integrating an adversarial training strategy in addition to the tracking loss.
1 code implementation • 13 Aug 2021 • Md Mohaimenuzzaman, Christoph Bergmeir, Bernd Meyer
These technologies must ultimately be brought directly to the edge to fully harness the power of deep learning for the IoT.
1 code implementation • 5 Mar 2021 • Md Mohaimenuzzaman, Christoph Bergmeir, Ian Thomas West, Bernd Meyer
Significant efforts are being invested to bring state-of-the-art classification and recognition to edge devices with extreme resource constraints (memory, speed, and lack of GPU support).
Ranked #18 on Audio Classification on ESC-50