All Questions
76 questions
0
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28
views
Display result of overall loss validation graph
Can I display the results of the overall loss validation graph from the last checkpoint? so I can see the difference between learning curve loss train and loss vall, because from the code that I run ...
0
votes
0
answers
52
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how to set checkpoint with efficientdet model and tensorflow object detection API
I have run the training process, but for the evaluation I run only at the last checkpoint step, can someone help me to provide input so that I can change the checkpoint assignment per 100 steps, so ...
0
votes
0
answers
60
views
python model_builder_tf2_test.py generates errors
I am trying to use the Tensorflow object detection API to create my own model, so I created a virtudal enviorement,installed tensorflow 2.16.1, and I am using python 3.12.3. I installed Slim as well, ...
- 19
0
votes
0
answers
39
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TF1 SSD Mobilenet v2, TF2 SSD Mobilenet mAP difference
I'm training an object detection model using the SSD Mobilenetv2 model with the same data (using the same tfrecord files) using both TF1 and TF2. The batch size, number of epochs, GPU used, and all ...
- 88
0
votes
1
answer
46
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unable to import model model_main (from object_detection import model_main)
I'm trying to import the package model_main from object_detection but it Is throwing an error like
Traceback (most recent call last): File "../LearningSpace/ObJTEST01/main.py", line 9, in &...
0
votes
1
answer
146
views
ImportError: cannot import name 'model_lib_v2' from 'object_detection' (already installed an still not working)
**Hey guys, currently doing tensorflow object detection and stuck because of an error. Already tried all the method in the internet, still not working.
**
I use tensorflow == 2.10.0, the model is http:...
-1
votes
1
answer
359
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 ...
- 3,865
0
votes
0
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47
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err obj detect TF2 model: ImportError: No module named numpy
while creating customer object detection I'm facing an issue on make cmd
~/object/models/research/cocoapi/PythonAPI$ make all
python setup.py build_ext --inplace
Traceback (most recent call last):
...
- 1
0
votes
1
answer
522
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
183
views
StatefulPartitionedCall Tensorflow 2 layer
I've trained the TF 2 OD API model, now I'm trying to run it through the OpenCV DNN module. I am running into a lot of problems, but most are related to the StatefulPartitionedCall layer. please ...
1
vote
0
answers
81
views
display per class precision and per class recall for "pascal_voc_instance_segmentation_metrics"
I trained Mask-RCNN with tensorflow object detection API on my custom dataset, I can run the evaluation script with the following command:
python object_detection/model_main_tf2.py \
--...
0
votes
1
answer
105
views
WARNING:tensorflow:Ignoring detection with image id 1016176252 since it was previously added
Hy,I work with faster_rcnn_resnet101_v1_1024x1024_coco17_tpu-8 pretrained model. I have problems when evaluating the model. The training went without any problems. I start the evaluation of the model ...
1
vote
1
answer
655
views
How to export a tensorflow 2 model that has keypoints?
I am trying to export the model CenterNet MobileNetV2 FPN Keypoints 512x512 using the /exporter_main_v2.py script within the Tensorflow 2 Object Detection API.
The model is listed here: https://github....
- 327
1
vote
1
answer
259
views
TensorFlow Serving Object Detection
I'm having trouble serving a tensorflow object detection model. I trained a model from the tensorflow model repo, and have set up a tensorflow-serving instance. But when I make a request, there's an ...
- 11