Validation of deep learning model
How to input validation image dataset in the stm32cubeMX.
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Problem with "train.py" file ModelZoo
When I try to launch the "train.py" file, in conda virtual environment it gives me an error "ModuleNotFoundError: No module named 'logs_utils'". This is a module called on the code line 23 of the train.py. After that I've proceed with a "pip list" to...
Implementing custom post processing for different models
Hi,Is it possible to add the custom post-processing function in the middleware of the object detection application https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/stm32ai_application_code/object_detection?Thanks! Reply
ai studio serial emulator no input file support
It's a shame that the serial emulator in AI Studio only supports a COM port as input and not an offline .csv file of recorded data, as it's not always possible to have access to a live stream.I've noticed as well that the COM port options don't seem ...
Resolved! STWINBX1 datalogger - crashes when using device_config.json on SD card
Why does the datalogger crash when I put a device_config.json file on the SD card ?I created the device_config.json file using the Python GUI tool, saved it to the computer and then copied it to the root folder of the SD card. The only changes I made...
INTERNAL ERROR: Mismatch in input shape of gemm: (BATCH: 1, CH: 12, H: 8) x (BATCH: 1, CH: 8, H: 12)
Hi,I am trying to deploy a pytorch deep learning to stm32. I first converted it to an onnx model and after that verified it in STM32Cube.AI Developer Cloud and in the middle step of optimize it reported the following error. stm32ai analyze --model tr...
Resolved! NanoEdge AI integration
Hi,I am a research intern working on edge AI for anomaly detection.I am trying to integrate my anomaly detection NEAI model with a Network Management Card project which is in C++(cpp) running on STM32MP1.I would like to know the possibility of integr...
Resolved! Hardware validation of NN model
I am validating a classification model on STM32H745-DISC0 board. The validation is successful but id does not show any accuracy related parameter.It shows all the parameters except accuracy. rmseMaeL2rmeanstd Ritesh
Resolved! ai studio validation report pdf format issue
When converting a generated validation report in Nanoedge ai studio (v4.5.0) I've noticed that the format isn't good because it chops off the right-hand side of the confusion matrix. I can see there's a horizontal scrollbar but it doesn't work in the...
Training a model
Hello, I am trying to train your models on a custom dataset created with the STM32F401 and X-NUCLEO 53L5A1 expansion board, and I am new to these things. I have downloaded the hand_posture folder on the model zoo section on GitHub, and followed all ...
