conver tensorflow graph to tflite graph and run it -- 4
$30-250 USD
Closed
Posted about 3 years ago
$30-250 USD
Paid on delivery
Hi All
I need help to convert the TensorFlow graph that I trained with the ssd_mobilenet_v1 model to tflite graph
i used tensorflow 1.14 for training
i used the following tutorial for training
[login to view URL]
the training passed successfully and working well with TensorFlow but when converting it to tflite stop working
i got the following files from training -> model.ckpt-81701* <attached>
i used the following commands for convert it to tflite
python ./../../models/research/object_detection/[login to view URL] --pipeline_config_path=./training/[login to view URL] --trained_checkpoint_prefix=./training/model.ckpt-81701 --output_directory=./tflite_model --add_postprocessing_op=true
after this command i got 2 files -> tflite_graph.pbtxt&[login to view URL] <attached>
then i run the following command
tflite_convert --output_file=./tflite_model/[login to view URL] --graph_def_file=./tflite_model/[login to view URL] --input_shapes=1,360,640,3 --input_arrays=normalized_input_image_tensor --output_arrays='TFLite_Detection_PostProcess','TFLite_Detection_PostProcess:1','TFLite_Detection_PostProcess:2','TFLite_Detection_PostProcess:3' --inference_type=FLOAT --mean_values=128 --std_dev_values=128 --change_concat_input_ranges=false --allow_custom_ops
after this command i got 1 file -> [login to view URL] <attached>
but when trying to run it I got just a lot of false detections
so I need you to convert the graph to tflite and run it on pc and raspberry pi
after you see that all working well you should send me what to do step by step to convert and run it on both pc with ubuntu OS and raspberry pi
also, I attached some videos for test after implementation
videos -> [login to view URL]
training files -> [login to view URL]
***the project should be completed in 48 hours, after that i will close the project without paying and move it to another freelancer***
***Convert TensorFlow graph to tflite graph and run it -- 4***
Greetings of the Day,
I hope you are doing great.
I understand the project scope but have few questions that need to be clear in more detail. Please let me know if we can discuss the requirement over chat or call.
I'm an expert Python developer having rich experience (5+) years with the similar expertise.
I can help you with converting the TensorFlow graph that you trained with the ssd_mobilenet_v1 model to tflite graph.
Areas of expertise:-
Python
TensorFlow
I hope I will get a positive response from your side. I'll be waiting for your valuable revert.
Best Regards,
Virang