You can deploy this model and start earning money today!

qualcomm/
YOLO26-Detection

Name: YOLO26-Detection
Availability: InStock

Views

No views yet

YOLO26-Detection: Optimized for Qualcomm Devices

Ultralytics YOLO26 is a machine learning model that predicts bounding boxes and classes of objects in an image.

This is based on the implementation of YOLO26-Detection found here. This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the Qualcomm® AI Hub Models library to export with custom configurations. More details on model performance across various devices, can be found here.

Qualcomm AI Hub Models uses Qualcomm AI Hub Workbench to compile, profile, and evaluate this model. Sign up to run these models on a hosted Qualcomm® device.

Getting Started

Due to licensing restrictions, we cannot distribute pre-exported model assets for this model. Use the Qualcomm® AI Hub Models Python library to compile and export the model with your own:

Custom weights (e.g., fine-tuned checkpoints)
Custom input shapes
Target device and runtime configurations

See our repository for YOLO26-Detection on GitHub for usage instructions.

Model Details

Model Type: Model_use_case.object_detection

Model Stats:

Input resolution: 640x640
Model checkpoint: YOLO26-N
Model size (float): 9.2 MB
Model size (w8a16): 3.2 MB
Number of parameters: 2.4M

Performance Summary

Model	Runtime	Precision	Chipset	Inference Time (ms)	Peak Memory Range (MB)	Primary Compute Unit
YOLO26-Detection	ONNX	float	Snapdragon® X2 Elite	4.475 ms	5 - 5 MB	NPU
YOLO26-Detection	ONNX	float	Snapdragon® X Elite	9.277 ms	10 - 10 MB	NPU
YOLO26-Detection	ONNX	float	Snapdragon® 8 Gen 3 Mobile	6.293 ms	5 - 206 MB	NPU
YOLO26-Detection	ONNX	float	Snapdragon® 8 Gen 1 Mobile	16.83 ms	5 - 222 MB	NPU
YOLO26-Detection	ONNX	float	Qualcomm® Dragonwing™ IQ-8275	9.279 ms	5 - 8 MB	NPU
YOLO26-Detection	ONNX	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	9.036 ms	0 - 42 MB	NPU
YOLO26-Detection	ONNX	float	Qualcomm® QCS8450	16.83 ms	5 - 222 MB	NPU
YOLO26-Detection	ONNX	float	Qualcomm® Dragonwing™ IQ-9075	12.831 ms	5 - 8 MB	NPU
YOLO26-Detection	ONNX	float	Qualcomm® Dragonwing™ IQ-X7181	9.277 ms	10 - 10 MB	NPU
YOLO26-Detection	ONNX	float	Qualcomm® Dragonwing™ Q-8750	4.246 ms	0 - 175 MB	NPU
YOLO26-Detection	ONNX	float	Snapdragon® 8 Elite Mobile	4.246 ms	0 - 175 MB	NPU
YOLO26-Detection	ONNX	float	Snapdragon® 8 Elite Gen 5 Mobile	4.029 ms	3 - 181 MB	NPU
YOLO26-Detection	ONNX	w8a16	Snapdragon® X2 Elite	2.441 ms	2 - 2 MB	NPU
YOLO26-Detection	ONNX	w8a16	Snapdragon® X Elite	5.806 ms	2 - 2 MB	NPU
YOLO26-Detection	ONNX	w8a16	Snapdragon® 8 Gen 3 Mobile	3.497 ms	0 - 221 MB	NPU
YOLO26-Detection	ONNX	w8a16	Snapdragon® 8 Gen 1 Mobile	7.57 ms	3 - 224 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® Dragonwing™ QCS6490	16.798 ms	2 - 5 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® Dragonwing™ IQ-8275	4.981 ms	2 - 6 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® Dragonwing™ QCS8550 (Proxy)	5.47 ms	2 - 6 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® QCS8450	7.57 ms	3 - 224 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® Dragonwing™ IQ-9075	5.973 ms	2 - 5 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® Dragonwing™ IQ-X7181	5.806 ms	2 - 2 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® Dragonwing™ Q-6690	27.42 ms	3 - 204 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® Dragonwing™ Q-7790	6.821 ms	3 - 197 MB	NPU
YOLO26-Detection	ONNX	w8a16	Qualcomm® Dragonwing™ Q-8750	2.584 ms	0 - 83 MB	NPU
YOLO26-Detection	ONNX	w8a16	Snapdragon® 8 Elite Mobile	2.584 ms	0 - 83 MB	NPU
YOLO26-Detection	ONNX	w8a16	Snapdragon® 8 Elite Gen 5 Mobile	2.289 ms	0 - 83 MB	NPU
YOLO26-Detection	ONNX	w8a16	Snapdragon® 7 Gen 4 Mobile	6.821 ms	3 - 197 MB	NPU
YOLO26-Detection	QNN_DLC	float	Snapdragon® X2 Elite	2.856 ms	5 - 5 MB	NPU
YOLO26-Detection	QNN_DLC	float	Snapdragon® X Elite	4.881 ms	5 - 5 MB	NPU
YOLO26-Detection	QNN_DLC	float	Snapdragon® 8 Gen 3 Mobile	3.346 ms	0 - 177 MB	NPU
YOLO26-Detection	QNN_DLC	float	Snapdragon® 8 Gen 1 Mobile	8.888 ms	3 - 197 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	5.41 ms	5 - 12 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-8275	13.097 ms	1 - 157 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	4.499 ms	5 - 6 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® SA8775P	5.82 ms	1 - 156 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® SA8650P	5.82 ms	1 - 156 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® SA8255P	5.82 ms	1 - 156 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® QCS8450	8.888 ms	3 - 197 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-9075	5.602 ms	7 - 13 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ IQ-X7181	4.881 ms	5 - 5 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® Dragonwing™ Q-8750	2.611 ms	0 - 159 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® SA7255P	13.097 ms	1 - 157 MB	NPU
YOLO26-Detection	QNN_DLC	float	Qualcomm® SA8295P	9.353 ms	0 - 169 MB	NPU
YOLO26-Detection	QNN_DLC	float	Snapdragon® 8 Elite Mobile	2.611 ms	0 - 159 MB	NPU
YOLO26-Detection	QNN_DLC	float	Snapdragon® 8 Elite Gen 5 Mobile	2.237 ms	5 - 162 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Snapdragon® X2 Elite	2.317 ms	2 - 2 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Snapdragon® X Elite	4.797 ms	2 - 2 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Snapdragon® 8 Gen 3 Mobile	3.009 ms	0 - 199 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® Dragonwing™ IQ-8275	4.215 ms	2 - 7 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® Dragonwing™ IQ-8275	8.107 ms	1 - 178 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® Dragonwing™ QCS8550 (Proxy)	4.389 ms	2 - 109 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® SA8775P	5.025 ms	1 - 178 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® SA8650P	5.025 ms	1 - 178 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® SA8255P	5.025 ms	1 - 178 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® Dragonwing™ IQ-9075	4.769 ms	1 - 5 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® Dragonwing™ IQ-X7181	4.797 ms	2 - 2 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® Dragonwing™ Q-6690	17.794 ms	2 - 181 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® Dragonwing™ Q-7790	5.229 ms	2 - 183 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® Dragonwing™ Q-8750	2.257 ms	0 - 183 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Qualcomm® SA7255P	8.107 ms	1 - 178 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Snapdragon® 8 Elite Mobile	2.257 ms	0 - 183 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Snapdragon® 8 Elite Gen 5 Mobile	1.938 ms	2 - 186 MB	NPU
YOLO26-Detection	QNN_DLC	w8a16	Snapdragon® 7 Gen 4 Mobile	5.229 ms	2 - 183 MB	NPU
YOLO26-Detection	TFLITE	float	Snapdragon® 8 Gen 3 Mobile	4.191 ms	0 - 193 MB	NPU
YOLO26-Detection	TFLITE	float	Snapdragon® 8 Gen 1 Mobile	10.91 ms	0 - 205 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	6.399 ms	0 - 21 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® Dragonwing™ IQ-8275	14.275 ms	0 - 165 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® Dragonwing™ QCS8550 (Proxy)	5.826 ms	0 - 74 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® SA8775P	7.124 ms	0 - 170 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® SA8650P	7.124 ms	0 - 170 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® SA8255P	7.124 ms	0 - 170 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® QCS8450	10.91 ms	0 - 205 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® Dragonwing™ IQ-9075	6.838 ms	0 - 21 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® Dragonwing™ Q-8750	3.161 ms	0 - 168 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® SA7255P	14.275 ms	0 - 165 MB	NPU
YOLO26-Detection	TFLITE	float	Qualcomm® SA8295P	10.922 ms	0 - 177 MB	NPU
YOLO26-Detection	TFLITE	float	Snapdragon® 8 Elite Mobile	3.161 ms	0 - 168 MB	NPU
YOLO26-Detection	TFLITE	float	Snapdragon® 8 Elite Gen 5 Mobile	2.701 ms	0 - 169 MB	NPU

License

The license for the original implementation of YOLO26-Detection can be found here.

References

Community

Join our AI Hub Slack community to collaborate, post questions and learn more about on-device AI.
For questions or feedback please reach out to us.

qualcomm/YOLO26-Detection