image-segmentation-keras

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Request: Pre-Trained MobileNet

1

Is there a pre-trained MobileNet model available that can be used out of the box without any further training? Just like the 3 pre-trained models (pspnet_50_ADE_20K,pspnet_101_cityscapes and pspnet_101_voc12).

krummrey

FileNotFoundError: [Errno 2] No such file or directory: '/tmp/vgg_unet_1_config.json'

5

I was implementing the code detailed on "https://github.com/divamgupta/image-segmentation-keras" I am getting the error related to "o such file or directory: '/tmp/vgg_unet_1_config.json" I am using the dataset shared at https://drive.google.com/file/d/0B0d9ZiqAgFkiOHR1NTJhWVJMNEU/view?usp=sharing ....

vaihav

How can I get the model_config from the models? example: model_config = { "output_height": 96, "input_height": 384, "input_width": 576, "n_classes": 151, "model_class": "resnet50_pspnet", "output_width": 144 }

Caioww

Hi, First thank you for your fine work, it helped me a lot ! I'm currently working on my own dataset. It features images of animal's skin. This experiment's purpose...

Scoenraer

In all of my classifications I hav thishorizontal line on the right edge:  I am putting in slightly bigger images than the network expects since I am working with...

GGDRriedel

from keras_segmentation.models.unet import unet

1

xxchenchen

How to make the model work for images with 6 input channels?

1

My use case requires me to implement Unet for satellite imagery with additional inputs. So the 6 channels consist of first 3 RGB channels and then 3 channels consisting of...

ShreyaPandita01

High overall accuracy, low class accuracy and bad predictions

10

Hi! First of all I like to thank you about this great project and good code. I am using your project to try to segment some medical images with two...

eusebioaguilera

AttributeError: 'CheckpointsCallback' object has no attribute '_implements_train_batch_hooks'

3

I followed the tutorial and typed the following code. ```python from keras_segmentation.models.unet import vgg_unet model = vgg_unet(n_classes=51, input_height=416, input_width=608) model.train( train_images = "dataset_path/images_prepped_train/", train_annotations = "dataset_path/annotations_prepped_train/", checkpoints_path = "checkpoints/vgg_unet_1" ,...

joshuachang2311

How can solve GPU problem for FCN ?

1

I used from keras_segmentation. models. fcn import fcn_8_resnet50 from keras_segmentation. models. fcn import fcn_32_resnet50 from keras_segmentation. models. fcn import fcn_8_mobilenet from keras_segmentation. models. fcn import fcn_32_mobilenet I received the error....

xxchenchen