slachtar
commented
3 years ago I think you posted in the wrong place. This is the deepstream realtime server and not the nvidia deepstream.
On Wed, Mar 3, 2021 at 6:36 AM crazyoutlook notifications@github.com wrote:
• Hardware Platform (Jetson / GPU) Jetson Nano 4GB, Ubuntu 18.4
• DeepStream Version marketplace.azurecr.io/nvidia/deepstream-iot2-l4t:latest
• JetPack Version 4.3
• Issue Type Output inference class is different from Model class
• How to reproduce the issue ? On DeepStream, deploy a object detection ONNX model. My model is ONNX model exported from Azure Custom Vision. My label file has 2 classes - 'Mask', 'No_Mask'. Deployment works fine and I am able to execute my model using DeepStream. However, output inference class I am getting as 'Vehicle' and 'No_Mask'. Can you please help me understand why I am getting output inference label as "Vehicle" when it is not there in my Model.
Sample output inference log {"log":" "1|324|23|380|61|Vehicle|#|||||||0"\n","stream":"stdout","time":"2021-01-05T16:15:15.614591738Z"}
{"log":" "1|324|23|380|61|Vehicle|#|||||||0"\n","stream":"stdout","time":"2021-01-05T16:15:15.614790179Z"}
{"log":" "2|141|15|365|161|No Mask"\n","stream":"stdout","time":"2021-01-05T16:15:15.614221209Z"}
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• Hardware Platform (Jetson / GPU) Jetson Nano 4GB, Ubuntu 18.4
• DeepStream Version marketplace.azurecr.io/nvidia/deepstream-iot2-l4t:latest
• JetPack Version 4.3
• Issue Type Output inference class is different from Model class
• How to reproduce the issue ? On DeepStream, deploy a object detection ONNX model. My model is ONNX model exported from Azure Custom Vision. My label file has 2 classes - 'Mask', 'No_Mask'. Deployment works fine and I am able to execute my model using DeepStream. However, output inference class I am getting as 'Vehicle' and 'No_Mask'. Can you please help me understand why I am getting output inference label as "Vehicle" when it is not there in my Model.
Sample output inference log {"log":" "1|324|23|380|61|Vehicle|#|||||||0"\n","stream":"stdout","time":"2021-01-05T16:15:15.614591738Z"}
{"log":" "1|324|23|380|61|Vehicle|#|||||||0"\n","stream":"stdout","time":"2021-01-05T16:15:15.614790179Z"}
{"log":" "2|141|15|365|161|No Mask"\n","stream":"stdout","time":"2021-01-05T16:15:15.614221209Z"}