conver tensorflow graph to tflite graph and run it -- 3
$10-30 USD
Closed
Posted about 3 years ago
$10-30 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***
Hi there,
I have read your job post and understood your requirements clearly.
As a senior Python developer, I am very much familiar working with Python, TensorFlow, etc.
I can help you with converting the TensorFlow graph that you trained with the ssd_mobilenet_v1 model to tflite graph.
Let me know how you would like to proceed further?
Waiting for your answers.
Thank you!
Virang