1,112 questions
0
votes
1
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235
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Limelight Detector Notebook suddenly not working. Any ideas?
I've been trying to train a custom detector model for a LimeLight3A through the Google Colab notebook they provided. I successfully trained one on April 4th, but since then any of my attempts at ...
0
votes
0
answers
4k
views
ImportError: cannot import name 'runtime_version' from 'google.protobuf' in TensorFlow Object Detection API
I'm encountering an ImportError when trying to run the TensorFlow Object Detection API's test script. The error message is:
(tfod) dev@dev:/media/dev/96E0A5D3E0A5BA3F/tfod/models/research$ python ...
-1
votes
1
answer
124
views
Tensorflow Object Detection API installation issues
I am trying to install tensorflow object detection API using this link in my Ubuntu PC.
My goal is to use MobileNet SSD for object detection.
My tensorflow version is 2.13.1. I was able to install the ...
- 31
0
votes
0
answers
30
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tensorflow_object_detection_api installation incomplete?
I need to import DetectorAPI from tensorflow_object_detection_API. But there seems to be an installation problem.
I get the no module found error, even though i just installed it.
I installed it using ...
0
votes
0
answers
124
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Prevent duplicate results from previous frame in object tracking
Currently, I am working on Object detection, tracking, and counting. I want to store the results whenever the vehicle crosses the line, however, I always get duplicate results.
How can I prevent these ...
- 11
0
votes
0
answers
20
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Tensorflow Object Detection API - FasterCNN - Able to use normalised floats array stored in tfrecord
When using TensorFlow Object Detection API, and FasterCNN model from the Detection Zoo, are you able to store a normalised 2D array (0-1) as floats into a tfrecord and use this as model inputs?
I am ...
0
votes
0
answers
62
views
KeyError: 1720: Python
I'm following this tutorial on how to export my saved model to tflite for building an android app using my custom detection model Link
But after executing this code
ObjectDetectorWriter = ...
- 3
0
votes
1
answer
583
views
raise core._status_to_exception(e) from None tensorflow.python.framework.errors_impl.InvalidArgumentError:
Trying to train an object detection model on the Citypersons dataset following this tutorial.
https://neptune.ai/blog/how-to-train-your-own-object-detector-using-tensorflow-object-detection-api
I run ...
0
votes
1
answer
386
views
Training modern object detection with Tensorflow
The Tensorflow object detection API is deprecated, and refers to Tensorflow-vision. Unfortunately, the documentation, as far as I can see, is just links to a series of preprints. All the other ...
- 3,875
1
vote
0
answers
71
views
Tensorflow 2.0 - Training model issues
I am currently learning how to train a model object detection using google colab and tensorflow 2.0 based on this website link Link
During training the model process we received this output in the ...
- 11
0
votes
1
answer
125
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Problem detecting large number of objects with Tensorflow object detection API
When i try to detect large amount of objects (more than 100 on single image) with tensorflow object detection API and model efficientdet d0, it detects them mostly well, but completely ignores some of ...
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1
vote
1
answer
220
views
Tensorflow Object Detection API Installation Verification Issues: "No module named 'official.legacy'"
I was installing the Object Detection API for a personal project, I did all the steps mentioned in the official documentation from installing the COCO API to installing the Object Detection API.
In ...
- 11
5
votes
0
answers
1k
views
FileNotFoundError: Op type not registered 'DisableCopyOnRead'
I've trained the EfficientDet D1 model in google collab. but, when i want to load the model in jetson nano, i'm facing this error
Traceback (most recent call last):
File "E:\software\conda2023\...
1
vote
0
answers
669
views
Training TensorFlow models
When I started training the TensorFlow models using model_main_tf2.py I got this:
TensorFlow Addons (TFA) has ended development and introduction of new features.
TFA has entered a minimal maintenance ...
1
vote
1
answer
871
views
ModuleNotFoundError: tensorflow.python.keras.layers.preprocessing
Even though I have tensorflow installed in the venv at version 2.12.0 it kinda does not have tensorflow.python.keras.layers.preprocessing. I tried to install the object-detection API and I am still ...
- 82
0
votes
1
answer
551
views
how to load a saved_model.pb that was previously exported from Tensorflow Object Detection API
So previously I have trained a model based on the Tensorflow Models Zoo on Tensorflow Object Detection API using my own data. After that, I had exported the saved model in a pb format, just as the ...
- 3
2
votes
2
answers
3k
views
Why my model training automatically stopped during training?
I was trying to make a custom detector using SSD MobileNet. I never tried this model before for making a custom detector using TensorFlow API. I was following this tutorial. I am facing a problem ...
1
vote
0
answers
198
views
Conversion of TF2 model (saved_model.pb) to TF1 format (frozen_inference_graph.pb)
Currently OpenCV does not support TF2 Object Detection models. I would like to convert a MobileNet V2 FPNLite 640x640 SSD model from TF2 to TF1 to run via cv2.readNetFromTensorflow. How is this ...
0
votes
1
answer
661
views
How to use an object detection tensor flow lite model (converted from yolo v5) in android camera app?
I'm making an object detection app using kotlin and tensor flow lite model (I used yolo v5 and then converted it to tensor flow lite using the following line:
python export.py --weights best.pt --...
0
votes
1
answer
870
views
How to modify output from TFLite exported Yolov5s model to work with an android app built with kotlin?
I want to load my TFLite exported Yolov5s model into my object detection android app. I followed this tutorial: https://www.youtube.com/watch?v=zs43IrWTzB0
However, my TFLite Yolov5 model outputs an ...
-2
votes
1
answer
148
views
How to Convert tensorflow saved_model to frozen inference graph?
I train a model by tensorflow 2 to detecting vehicles, but I want to Convert tensorflow saved_model to frozen inference graph.
Can any one help?
0
votes
1
answer
121
views
Installing tensorflow object_detection api in a repo in google drive
I have cloned the models repo from TensorFlow and installed it into my project folder in google drive.
but when I try to run the model_builder_tf2_test.py I am getting ModuleNotFoundError: No module ...
- 1
0
votes
2
answers
343
views
Python Tensorflow stopped working; cannot import tensorflow due to keras import error
I was playing around with a custom object detector through the Tensorflow object detection API in Python. All of a sudden my code stopped working and is producing the following error when trying to ...
1
vote
1
answer
1k
views
Serialization error while exporting Object detection model
While expoting an object detection model inference graph with Tensorflow Object Detection API (TFODAPI), I am getting a warning as:
WARNING:tensorflow:Skipping full serialization of Keras layer ...
- 45
1
vote
1
answer
214
views
Tensorflow object detection API only evaluates the latest checkpoint
I've trained SSD mobilent v2 320x320 model with around 4k steps which produced quite a few checkpoints that are saved in my training folder.The issue I am experiencing now is that this only evaluates ...
- 13