Note: Laptop has variable processor speed (1.7 GHz - 2.7 GHz), so take the processing times with a grain of salt.
Laptop: Average processing time on image 0
| Model | Time | Time | Time | Time |
|---|---|---|---|---|
| 1 thread | 4 threads | 1 thread | 4 threads | |
| (320x320) | (320x320) | (640x640) | (640x640) | |
| yunet | 6.3ms | 5.6ms | 28.1ms | 23.8ms |
| yunet_q | 14.8ms | 11.2ms | 55.6ms | 40.9ms |
| cascade_haar | 106.2ms | 59.8ms | 444.4ms | 220.2ms |
| cascade_haar_alt | 95.8ms | 48.3ms | 428.3ms | 203.2ms |
| cascade_haar_alt_tree | 83.2ms | 35.6ms | 368.1ms | 133.1ms |
| cascade_haar_alt2 | 131.9ms | 45.5ms | 519.7ms | 170.6ms |
| cascade_lbp | 17.5ms | 9.4ms | 82.4ms | 40.3ms |
| cascade_lbp_improved | 12.7ms | 7.2ms | 75.9ms | 36.2ms |
Laptop: Average processing time on image 1
| Model | Time | Time | Time | Time |
|---|---|---|---|---|
| 1 thread | 4 threads | 1 thread | 4 threads | |
| (320x320) | (320x320) | (640x640) | (640x640) | |
| yunet | 6.5ms | 5.1ms | 27.9ms | 23.7ms |
| yunet_q | 14.9ms | 11.7ms | 55.7ms | 43.2ms |
| cascade_haar | 94.7ms | 45.3ms | 303.6ms | 155.4ms |
| cascade_haar_alt | 98.6ms | 47.2ms | 398.6ms | 187.0ms |
| cascade_haar_alt_tree | 85.2ms | 30.4ms | 306.2ms | 109.0ms |
| cascade_haar_alt2 | 126.9ms | 45.5ms | 579.1ms | 191.8ms |
| cascade_lbp | 17.1ms | 9.0ms | 73.3ms | 35.8ms |
| cascade_lbp_improved | 15.2ms | 8.2ms | 78.7ms | 36.7ms |
Laptop: Average processing time on image 2
| Model | Time | Time | Time | Time |
|---|---|---|---|---|
| 1 thread | 4 threads | 1 thread | 4 threads | |
| (320x320) | (320x320) | (640x640) | (640x640) | |
| yunet | 5.7ms | 5.4ms | 29.0ms | 23.7ms |
| yunet_q | 14.8ms | 12.3ms | 57.2ms | 44.7ms |
| cascade_haar | 98.7ms | 49.2ms | 391.1ms | 196.4ms |
| cascade_haar_alt | 98.4ms | 42.7ms | 418.5ms | 200.2ms |
| cascade_haar_alt_tree | 88.3ms | 31.8ms | 383.7ms | 158.7ms |
| cascade_haar_alt2 | 126.1ms | 45.3ms | 561.5ms | 194.3ms |
| cascade_lbp | 17.1ms | 9.0ms | 78.6ms | 38.4ms |
| cascade_lbp_improved | 13.5ms | 7.6ms | 72.9ms | 35.5ms |
Laptop: Average processing time on image 3
| Model | Time | Time | Time | Time |
|---|---|---|---|---|
| 1 thread | 4 threads | 1 thread | 4 threads | |
| (320x320) | (320x320) | (640x640) | (640x640) | |
| yunet | 5.9ms | 5.4ms | 28.1ms | 22.8ms |
| yunet_q | 15.1ms | 12.3ms | 55.6ms | 42.7ms |
| cascade_haar | 77.4ms | 43.0ms | 304.3ms | 154.1ms |
| cascade_haar_alt | 89.2ms | 46.0ms | 496.9ms | 178.8ms |
| cascade_haar_alt_tree | 71.4ms | 30.0ms | 300.9ms | 112.6ms |
| cascade_haar_alt2 | 117.6ms | 42.5ms | 493.6ms | 165.3ms |
| cascade_lbp | 16.3ms | 8.5ms | 76.3ms | 35.9ms |
| cascade_lbp_improved | 13.0ms | 6.8ms | 69.4ms | 34.6ms |
Laptop: Average processing time on image 4
| Model | Time | Time | Time | Time |
|---|---|---|---|---|
| 1 thread | 4 threads | 1 thread | 4 threads | |
| (320x320) | (320x320) | (640x640) | (640x640) | |
| yunet | 6.0ms | 4.9ms | 28.3ms | 23.2ms |
| yunet_q | 14.8ms | 12.6ms | 57.6ms | 43.7ms |
| cascade_haar | 79.1ms | 39.1ms | 227.2ms | 120.8ms |
| cascade_haar_alt | 122.1ms | 47.1ms | 436.3ms | 154.2ms |
| cascade_haar_alt_tree | 79.1ms | 29.5ms | 252.4ms | 89.1ms |
| cascade_haar_alt2 | 117.1ms | 41.2ms | 408.6ms | 134.2ms |
| cascade_lbp | 17.4ms | 8.7ms | 75.3ms | 35.2ms |
| cascade_lbp_improved | 12.9ms | 12.6ms | 70.2ms | 48.8ms |