Total runs:
935
Run Growth:
-1.1K
Growth Rate:
-118.07%
Sponsored by
Vmake Labs Video Enhancer
AXERA-TECH / yolo26-obb
Model's Last Updated: May 06 2026
object-detection
Introduction of yolo26-obb
Model Details of yolo26-obb
YOLO26-OBB
This version of YOLOv26-OBB (Oriented Bounding Box) has been converted to run on the Axera NPU using w8a16 quantization. It is optimized for detecting rotated objects with high precision.
Compatible with Pulsar2 version: 5.1.
Convert tools links:
For those who are interested in model conversion, you can try to export axmodel through:
- The repo of AXera Platform , where you can get the detailed guide.
- Pulsar2 Link, How to Convert ONNX to axmodel
Support Platform
- AX650N/AX8850
- AX630C
- AX615
- AX637
Performance Statistics
AX650N(npu1)
| Model | Latency(ms) npu1 | Latency(ms) npu2 |
|---|---|---|
| yolo26n-obb | 9.426 | 3.432 |
| yolo26s-obb | 24.456 | 9.612 |
| yolo26m-obb | 69.012 | 27.254 |
| yolo26l-obb | 88.472 | 36.599 |
| yolo26x-obb | 196.579 | 71.008 |
AX630C
| Model | Latency(ms) npu1 | Latency(ms) npu2 |
|---|---|---|
| yolo26n-obb | 29.515 | 23.724 |
| yolo26s-obb | 61.693 | 47.572 |
| yolo26m-obb | 161.482] | 110.556 |
| yolo26l-obb | 205.981 | 148.211 |
| yolo26x-obb | 501.142 | 294.563 |
AX615
| Model | Latency(ms) npu1 | | :--- | :---: | :---: | | yolo26n-obb | 54.514 | | yolo26s-obb | 156.599 |
AX637
| Model | Latency(ms) |
|---|---|
| yolo26s-obb | 26.364 |
| yolo26l-obb | 88.019 |
| yolo26x-obb | 88.019 |
How to use
Download all files from this repository to the device.
python env requirement
pyaxengine
https://github.com/AXERA-TECH/pyaxengine
wget [https://github.com/AXERA-TECH/pyaxengine/releases/download/0.1.3.rc2/axengine-0.1.3-py3-none-any.whl](https://github.com/AXERA-TECH/pyaxengine/releases/download/0.1.3.rc2/axengine-0.1.3-py3-none-any.whl)
pip install axengine-0.1.3-py3-none-any.whl
Inference with AX650 Host, such as M4N-Dock(爱芯派Pro)
Input image:
run
python3 ax_infer.py --model-path yolo26l-obb_npu3.axmodel --test-img boats.jpg
root@ax650:~/yolo26_obb# python3 ax_infer.py --model_path yolo26l-obb_npu3.axmodel --test_img boats.jpg
[INFO] Available providers: ['AxEngineExecutionProvider', 'AXCLRTExecutionProvider']
usage: ax_infer.py [-h] [--model-path MODEL_PATH] [--test-img TEST_IMG] [--img-save-path IMG_SAVE_PATH]
[--score-thres SCORE_THRES] [--nms-thres NMS_THRES] [--num-classes NUM_CLASSES]
[--providers PROVIDERS]
ax_infer.py: error: unrecognized arguments: --model_path yolo26l-obb_npu3.axmodel --test_img boats.jpg
root@ax650:~/yolo26_obb# python3 ax_infer.py --model-path yolo26l-obb_npu3.axmodel --test-img boats.jpg
[INFO] Available providers: ['AxEngineExecutionProvider', 'AXCLRTExecutionProvider']
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Chip type: ChipType.MC50
[INFO] VNPU type: VNPUType.DISABLED
[INFO] Engine version: 2.12.0s
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.2-dirty a6f1799a-dirty
[YOLO26-OBB] [13:21:27.889] [DEBUG] Load model time = 485.62 ms
[YOLO26-OBB] [13:21:27.934] [DEBUG] Pre-process time = 13.80 ms
[YOLO26-OBB] [13:21:27.990] [DEBUG] Forward time = 55.92 ms
[YOLO26-OBB] [13:21:28.004] [DEBUG] Post-process time = 12.79 ms
[YOLO26-OBB] [13:21:28.034] [INFO] Draw Results (182 oriented objects):
[YOLO26-OBB] [13:21:28.035] [INFO] ship conf=0.90 cx=770.3 cy=183.5 w=103.2 h=31.2 theta=+23.6deg
...
[YOLO26-OBB] [13:21:28.144] [INFO] ship conf=0.25 cx=484.9 cy=5.2 w=26.2 h=15.6 theta=+13.1deg
[YOLO26-OBB] [13:21:28.145] [INFO] ship conf=0.25 cx=1770.5 cy=660.5 w=105.5 h=35.2 theta=+23.6deg
[YOLO26-OBB] [13:21:28.189] [INFO] Saved to result_yolo26_obb.jpg
Output image:
Runs of AXERA-TECH yolo26-obb on huggingface.co
21
Total runs
0
24-hour runs
-1
3-day runs
-3
7-day runs
8
30-day runs
More Information About yolo26-obb huggingface.co Model
Url of yolo26-obb
yolo26-obb huggingface.co Url
Provider of yolo26-obb huggingface.co
Other API from AXERA-TECH
Updated:August 26 2026
Total runs:
214
Run Growth:
-116
Growth Rate:
-54.21%
Total runs:
207
Run Growth:
61
Growth Rate:
29.47%
Total runs:
152
Run Growth:
119
Growth Rate:
78.29%
Total runs:
91
Run Growth:
91
Growth Rate:
100.00%
Total runs:
91
Run Growth:
-389
Growth Rate:
-427.47%
Total runs:
61
Run Growth:
40
Growth Rate:
65.57%
Total runs:
60
Run Growth:
22
Growth Rate:
36.67%
Total runs:
58
Run Growth:
58
Growth Rate:
100.00%
Total runs:
46
Run Growth:
23
Growth Rate:
50.00%
Total runs:
44
Run Growth:
14
Growth Rate:
31.82%
Total runs:
44
Run Growth:
22
Growth Rate:
50.00%
Total runs:
42
Run Growth:
23
Growth Rate:
54.76%
Total runs:
42
Run Growth:
-4
Growth Rate:
-9.52%
Total runs:
42
Run Growth:
-3
Growth Rate:
-7.14%
Total runs:
42
Run Growth:
0
Growth Rate:
0.00%
Total runs:
42
Run Growth:
-198
Growth Rate:
-471.43%
Total runs:
39
Run Growth:
0
Growth Rate:
0.00%
Total runs:
39
Run Growth:
22
Growth Rate:
56.41%
Total runs:
38
Run Growth:
4
Growth Rate:
10.53%
Total runs:
35
Run Growth:
4
Growth Rate:
11.43%
Total runs:
35
Run Growth:
-1
Growth Rate:
-2.86%
Total runs:
34
Run Growth:
-10
Growth Rate:
-29.41%
Total runs:
34
Run Growth:
6
Growth Rate:
17.65%
Total runs:
34
Run Growth:
7
Growth Rate:
20.59%
Total runs:
33
Run Growth:
22
Growth Rate:
66.67%
Total runs:
33
Run Growth:
12
Growth Rate:
36.36%
Total runs:
33
Run Growth:
-6
Growth Rate:
-18.18%
Total runs:
33
Run Growth:
1
Growth Rate:
3.03%
Total runs:
32
Run Growth:
-4
Growth Rate:
-12.50%
Total runs:
32
Run Growth:
5
Growth Rate:
15.63%
Total runs:
32
Run Growth:
10
Growth Rate:
31.25%
Total runs:
31
Run Growth:
-1
Growth Rate:
-3.23%
Total runs:
31
Run Growth:
31
Growth Rate:
100.00%
Total runs:
31
Run Growth:
10
Growth Rate:
32.26%
Total runs:
31
Run Growth:
-20
Growth Rate:
-64.52%
Total runs:
30
Run Growth:
7
Growth Rate:
23.33%
Total runs:
30
Run Growth:
6
Growth Rate:
20.00%
Total runs:
29
Run Growth:
-4
Growth Rate:
-13.79%
Total runs:
29
Run Growth:
14
Growth Rate:
48.28%
Total runs:
29
Run Growth:
5
Growth Rate:
17.24%
Total runs:
29
Run Growth:
8
Growth Rate:
27.59%
Total runs:
28
Run Growth:
12
Growth Rate:
42.86%
Total runs:
28
Run Growth:
16
Growth Rate:
57.14%
Total runs:
28
Run Growth:
9
Growth Rate:
32.14%
Total runs:
27
Run Growth:
-47
Growth Rate:
-174.07%
Total runs:
27
Run Growth:
13
Growth Rate:
48.15%
Total runs:
27
Run Growth:
17
Growth Rate:
62.96%
Total runs:
27
Run Growth:
5
Growth Rate:
18.52%
Total runs:
26
Run Growth:
-20
Growth Rate:
-74.07%
Total runs:
25
Run Growth:
2
Growth Rate:
8.00%
Total runs:
23
Run Growth:
3
Growth Rate:
13.04%
Total runs:
22
Run Growth:
11
Growth Rate:
50.00%
Total runs:
22
Run Growth:
-10
Growth Rate:
-45.45%
Total runs:
21
Run Growth:
5
Growth Rate:
23.81%