Table 3.
Specification of the cloud-based and edge-based devices used for evaluation of deep-learning algorithms.
| Device | CPU | GPU | RAM | |
|---|---|---|---|---|
| Cloud-based devices | MSI Infinite workstation |
Intel Core i9-9900K @ 3.7 GHz |
RTX 2080 Ti (11 GB) |
64 GB |
| HP Omen workstation |
Intel Core i7-8700K @ 3.7 GHz |
GTX 1080 (8 GB) |
64 GB | |
| Edge-based devices for edge-computing |
Jetson Nano | Quad-core ARM A57 @ 1.43 GHz |
128-core Maxwell | 4 GB |
| Raspberry Pi 4 | Quad core Cortex-A72 (ARM v8) @ 1.5GHz |
Broadcom VideoCore VI |
4 GB |