Hello Everyone. I am working in a Multinational company and we have some voluntary projects. I joined to one but we have a very limited time, and you know big company big secrets so I should work with chains in my hands…
Project: Smart Trash
Model: Google Teachable Machine (it came from the management)
Learned a lot of but need to improve.
Format: tflite
Raspberry Pi 5 the workplace. The program is work for that but not too effective, so we thought we implement and use AI Hat + .The code are prepared and the raspberry also but we cannot convert the Model from “.onnx” into “.hef”… I tried already I could but I had only one day left and I didn’t tried the HAT so someone maybe could help me who has already have the envoirement for the convert or tell me what is the my problem with converting. (I lost the things in the Parse phase… The YAML file are cannot work and I cant figure out what happening.)
YAML:
network:
network_name: model_v1
paths:
network_path:
- /workspace/models/model_v1.onnx
parser:
nodes:
- sequential_1_input
- Identity
start_node_shapes:
sequential_1_input: [1, 3, 224, 224]
preprocessing:
network_type: classification
evaluation:
dataset_name: dummy
classes: 5
labels_offset: 0
it makes this error:
(hailo_virtualenv) hailo@hailo-vm:/workspace/models$ hailomz parse --yaml /workspace/models/model_v1.yaml
Start run for network model_v1 …
Initializing the runner…
Traceback (most recent call last):
File “/local/workspace/hailo_virtualenv/bin/hailomz”, line 33, in
sys.exit(load_entry_point(‘hailo-model-zoo’, ‘console_scripts’, ‘hailomz’)())
File “/local/workspace/hailo_model_zoo/hailo_model_zoo/main.py”, line 122, in main
run(args)
File “/local/workspace/hailo_model_zoo/hailo_model_zoo/main.py”, line 111, in run
return handlersargs.command
File “/local/workspace/hailo_model_zoo/hailo_model_zoo/main_driver.py”, line 201, in parse
parse_model(runner, network_info, ckpt_path=args.ckpt_path, results_dir=args.results_dir, logger=logger)
File “/local/workspace/hailo_model_zoo/hailo_model_zoo/core/main_utils.py”, line 126, in parse_model
raise Exception(f"Encountered error during parsing: {err}") from None
Exception: Encountered error during parsing: Expecting value: line 1 column 1 (char 0)
(hailo_virtualenv) hailo@hailo-vm:/workspace/models$
So The model are good, and the file exist, but I cannot parse.
Thank you Everyone!
Best Regards