Model Name | Backend | Datasets | Input Size | Precision | mAP<sup>1</sup> | MACs (M) | Parameters (M) | Invoking RAM (MiB) | Invoke Time (ms) | Link |
---|---|---|---|---|---|---|---|---|---|---|
YOLOv5 Tiny | PyTorch | Digital_Meter_Seg7 | 192x192x3 | Float32 | 99.2% | 90.56 | 0.67 | - | - | Download (Seeed Studio) |
YOLOv5 Tiny | ONNX | Digital_Meter_Seg7 | 192x192x3 | Float32 | 98.8% | - | 0.67 | - | - | Download (Seeed Studio) |
YOLOv5 Tiny | TFLite | Digital_Meter_Seg7 | 192x192x3 | Float32 | 98.8% | 89.00 | - | 1.20 | - | Download (Seeed Studio) |
YOLOv5 Tiny | TFlite | Digital_Meter_Seg7 | 192x192x3 | Int8 (PTQ) | 98.1% | 89.00 | - | 0.35 | 671.24<sup>(2)</sup>/890.83<sup>(3)</sup>/893.62<sup>(4)</sup> | Download (Seeed Studio) |