DeepLab is a deep learning model for semantic image segmentation, where the goal is to assign semantic labels to every pixel in the input image.
Questions tagged [deeplab]
130 questions
0
votes
1 answer
'No Module named Tensorflow' error while running 'sh local_test.sh' command while running the deeplab code
I am trying to install Deeplab and run it on my machine. I am following this
I am able to run the initial test 'python3 deeplab/model_test.py' but I am getting
No module named Tensorflow
error while running the next step, sh…
Sree
- 973
- 2
- 14
- 32
0
votes
1 answer
Obtaining Logits of the output from deeplab model
I'm using a pre-trained deeplab model (from here) to obtain segmentations for an input image. I'm able to obtain the sematic labels (i.e. SemanticPredictions) which is argmax applied to logits (link).
I was wondering if there is an easy way to…
Zahra
- 6,798
- 9
- 51
- 76
0
votes
2 answers
How to resolve Import Error for 'Deeplab' -- Tensorflow
I'm following Beeren Sahu's guide for using DeepLab in Tensorflow: https://beerensahu.wordpress.com/2018/04/17/guide-for-using-deeplab-in-tensorflow/
I'm trying to use DeepLab model for semantic segmentation in TensorFlow. I've downloaded the…
Jane Doe
- 25
- 1
- 8
0
votes
1 answer
How to fix 'Deeplab tensorflow model training own dataset ' ouputs blank image
I'm trying to train my own dataset just like your experiment(2 CLASS include backgroud) but i get blank output The label image was a PNG format image with 2 color(0 for backround and 1 for foreground)
SEG_INFORMATION =…
Ananadhu peravoor
- 11
- 1
0
votes
3 answers
Deeplab to TensorRT conversion
Converting Deeplab Tensorflow model to TensorRT model increases inference time dramatically, what am I doing wrong in my code?
Here I am doing the conversion from Tensorflow graph to TensorRT graph and saving this new TRT model:
OUTPUT_NAME =…
Pedram
- 97
- 3
- 14
0
votes
0 answers
Why no softmax in predict_labels() in DeepLabv3+?
In function
def predict_labels(images, model_options, image_pyramid=None)
from model.py, we have:
predictions[output] = tf.argmax(logits,…
Francois M.
- 31
- 1
- 5
-1
votes
0 answers
Issues with DeepLabCut Installation on macOS M1 - Need Assistance
Hello DeepLabCut Community,
I am trying to install DeepLabCut on my macOS M1 machine, but I am running into some issues during the installation process. I would greatly appreciate any help or suggestions to resolve this issue.
System…
Yu Sing Lin
- 1
- 1
-1
votes
1 answer
How to visual check images before and after preprocessing in TF:Slim + TF:deeplab
I use tensorflow https://github.com/tensorflow/models/tree/master/research/deeplab where i want to apply my own data augmentation.
TF:deeplab uses slim as generell learning framework.
In deeplab core preprocess_utils theres is deeplabs own…
Jeahinator
- 77
- 7
-1
votes
1 answer
What does the Eval scales means in TensorFlow DeepLab Model Zoo?
I'm trying to train a model using the models here
https://github.com/tensorflow/models/blob/master/research/deeplab/g3doc/model_zoo.md
What does the Eval scales here means? I thought it may be scale for the image size but why it is three dimension…
jlyw1017
- 11
- 3
-2
votes
0 answers
How to solve DeepLab Module Installation Problem?
I am trying to download deeplab module on google colab but i am getting ModuleNotFoundError: No module named 'deeplab.pytorch'.
I tried several methods including !pip deeplab is not working nor conda. I also downloaded deeplab-0.0.1.tar_2.gz but it…
Rakl
- 1
- 2