conver tensorflow graph to tflite graph and run it on both pc and raspberry pi-

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***

Evner: Python, Linux, Raspberry Pi, Tensorflow

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Om arbejdsgiveren:
( 8 bedømmelser ) jerusalem, Israel

Projekt ID: #29947848

1 freelancer byder i gennemsnit $35 på dette job


Hi, I am a computer scientist with 4 years of experience in Machine Learning. My specialization is in Keras and Tensorflow. I am quite familiar with the process of converting trained model to tflite. However, I have a Flere

$35 USD in 2 dage
(0 bedømmelser)