How to load custom model in object-detector-python about acap-computer-vision-sdk-examples HOT 4 CLOSED

Hello
I've got the same error when I run AxisCommunications/acap-computer-vision-sdk-examples/object-detector-python/ example without any changes.
Axis device model: P3265-LVE Dome camera
Axis device firmware version: Current version: 10.11.76
docker daemon: 1.2.3
"/usr/bin/acap_runtime: /lib/aarch64-linux-gnu/libc.so.6: version `GLIBC_2.34' not found (required by /host/lib/liblarod.so.1)"

from acap-computer-vision-sdk-examples.

I suspect version 10.11.76 is incompatible with sdk computer vision 1.2 (or maybe docker acap 1.2.3). In mi case the example object-detector-python without changes was working with firmware 10.10.73

from acap-computer-vision-sdk-examples.

Hello! yes there was an already reported bug with 10.11 or greater firmware, that has been fixed today.
There are some minor changes on the examples, mainly in the docker-compose file. Make sure to have them up to date with the master branch.

I'll close this issue, feel free to open another one if you encounter more problems.

from acap-computer-vision-sdk-examples.

Hi, I have the same issue when I loaded my own tflite model.
I have already replaced the path to my model in the Dockerfile.model and env.aarch64.artpec8:

Dockerfile.model:

# Get custom model
ADD ./models/yolov4/train-608_best.tflite models/
ADD ./models/yolov4/labels.txt models/

env.aarch64.artpec8:

MODEL_PATH=/models/train-608_best.tflite
OBJECT_LIST_PATH=/models/labels.txt
INFERENCE_SERVER_IMAGE=axisecp/acap-runtime:aarch64-containerized
INFERENCE_SERVER_ARGS="-m /models/train-608_best.tflite -j 12" 

There is the error I encountered:

error message:

ERROR in Inference: Failed to load model train-608_best.tflite (Could not load model: Asynchronous connection has been closed)

<_InactiveRpcError of RPC that terminated with:
object-detector-python_1 | status = StatusCode.UNAVAILABLE
object-detector-python_1 | details = "failed to connect to all addresses"
object-detector-python_1 | debug_error_string = "{"created":"@1659425957.027178280","description":"Failed to pick subchannel","file":"src/core/ext/filters/client_channel/client_channel.cc","file_line":3217,"referenced_errors":[{"created":"@1659425957.027173640","description":"failed to connect to all addresses","file":"src/core/lib/transport/error_utils.cc","file_line":165,"grpc_status":14}]}"

Environment

• Axis device model: P3265-LVE
• Axis device firmware version: 10.11.76 (also tried 10.10.73 but didn't work)
• SDK VERSION: 1.2.1
• docker daemon with Compose: 1.2.3

Please help me, thanks in advance.

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