YOLOv5-Lite
YOLOv5-Lite copied to clipboard
Axera's AX620A has supported the YOLOv5-Lite
repo
- https://github.com/AXERA-TECH/ax-samples
source code
- https://github.com/AXERA-TECH/ax-samples/blob/main/examples/ax_yolov5_lite_steps.cc
model
- https://github.com/AXERA-TECH/ax-models/blob/main/ax620/v5Lite-g-sim-640.joint
result on AXera-Pi
- https://github.com/AXERA-TECH/ax-samples/tree/main/examples#yolov5-lite
root@AXERA:~/samples# ./ax_yolov5_lite -i cengiz-sari-X4spr8Kuwxc-unsplash.jpg -m ./models/v5Lite-g-sim-640.joint
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model file : ./models/v5Lite-g-sim-640.joint
image file : cengiz-sari-X4spr8Kuwxc-unsplash.jpg
img_h, img_w : 640 640
[AX_SYS_LOG] AX_SYS_Log2ConsoleThread_Start
Run-Joint Runtime version: 0.5.10
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[INFO]: Virtual npu mode is 1_1
Tools version: 0.6.1.20
07305a6
run over: output len 3
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Create handle took 492.77 ms (neu 34.07 ms, axe 0.00 ms, overhead 458.70 ms)
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Repeat 10 times, avg time 22.56 ms, max_time 22.97 ms, min_time 22.48 ms
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detection num: 18
0: 94%, [1866, 1142, 2485, 2806], person
0: 92%, [2417, 1240, 2971, 2807], person
0: 89%, [1356, 1234, 1762, 2432], person
2: 88%, [2827, 1334, 3797, 2230], car
2: 85%, [3385, 1416, 4031, 2852], car
0: 84%, [ 895, 1276, 1281, 2424], person
0: 78%, [ 747, 1278, 926, 1729], person
0: 77%, [ 25, 1254, 213, 1809], person
0: 73%, [ 419, 1325, 585, 1780], person
0: 71%, [ 247, 1316, 423, 1801], person
28: 64%, [ 729, 1812, 998, 2319], suitcase
0: 61%, [ 610, 1421, 744, 1729], person
2: 53%, [3808, 1353, 4031, 1502], car
2: 50%, [2782, 1353, 2954, 1519], car
0: 42%, [1167, 1204, 1325, 1572], person
0: 39%, [1318, 1261, 1459, 1632], person
12: 38%, [1861, 1370, 1949, 1530], parking meter
0: 35%, [ 171, 1305, 284, 1788], person
I get it, good job!