Cannot load yolov8n-pose ONNX model #23464
Description
Descripe the feature and motivation
Ultralytics has just released Yolov8-pose estimation models. But I cannot load them in OpenCV DNN. It'd be really nice to support their models - I'm forced to use onnxruntime.
Here is the model I exported from their yolov8n-pose.pt with default parameters: yolov8n-pose.onnx
The error I'm getting:
File "/home/dizcza/Projects/Airtouch/edgeai-yolov5/onnx_inference/yolo_pose_onnx_inference.py", line 148, in inference_video
net = cv2.dnn.readNet(model_path)
cv2.error: OpenCV(4.7.0) /io/opencv/modules/dnn/src/onnx/onnx_importer.cpp:1073: error: (-2:Unspecified error) in function 'handleNode'
> Node [Reshape@ai.onnx]:(onnx_node!/model.22/dfl/Reshape) parse error: OpenCV(4.7.0) /io/opencv/modules/dnn/src/layers/reshape_layer.cpp:109: error: (-215:Assertion failed) total(srcShape, srcRange.start, srcRange.end) == maskTotal in function 'computeShapeByReshapeMask'
Additional context
I'm marking the issue as a feature request cause I'm aware of ONNX not fully supported by OpenCV DNN module.