Questions tagged [imageai]

Use for questions about using ImageAI, a python library to build applications and systems with self-contained Deep Learning and Computer Vision .

Use for questions about using ImageAI, a python library to build applications and systems with self-contained Deep Learning and Computer Vision.

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This tag is being discussed in Do we need [imageai]?

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ImageAI how to prevent detection box from being drawn

I'm using ImageAI and ResNet50 model to detect and extract pictures of people from photos. It all works very well, but I can't figure out how to disable the detection box from being drawn. Obviously, when multiple people are in the same shot the…
NotAName
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How to identify same objects in a image with different background, size and dimension

My requirement is something different. I have an image of a key which is on table top. I have same key which in on floor. The dimension and size of photos and keys are different but keys are same. Now I want to compare only keys and show that those…
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I am trying o train a model with imageai and i'm getting the following errors:

Warning (from warnings module): File "C:\Users\Pc\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\keras\engine\training.py", line 1844 warnings.warn('`Model.fit_generator` is deprecated and ' UserWarning:…
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AttributeError: module 'tensorflow._api.v1.config' has no attribute 'run_functions_eagerly'

Trying to run ImageAI in Jupyter. I'm getting the following error Using TensorFlow backend. AttributeError Traceback (most recent call last) in ----> 1 from imageai.Detection.Custom import…
Shri
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How should I box multiple same objects in the same image

I am using labelImg to create .xml files for training images. While training photos, I've come across a photo containing more than one of the same objects in the same photo. For example, the photo below contains tens of swimmers in the same photo.…
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Is it possible to extend python imageai pretrained model for more classes?

I am working on a project which uses imageai with YOLOv3 which works fast and accurately for my purpose. However this model is able to detect only 80 classes out of which I want some of them but want to add some more classes as well. I referred to…
Mukul Bindal
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How to draw a polygon shaped data annotation shape for image detection?

I am training some images using imageAI object detection. What i want to do is draw a polygon shaped data annotation around the objects in an image. Not a square box. Even though I ca draw the shape, the imageAI class doesn't consider polygon…
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object detection with imageai -module 'keras.backend' has no attribute 'get_session'-

I have the following code from imageai.Detection import ObjectDetection detector = ObjectDetection() then I got this error AttributeError Traceback (most recent call last) in ---->…
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object detection using imageAI

I am working on a plant leaf detection model using imageAI library. when I create an instance of the model the following error occurs. I can not understand the error. this is my code: from imageai.Detection import ObjectDetection detector =…
Ehtisham Ahmed
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YOLO custom object detector single epoch training for 3 days

I am trying to implement YOLO object custom object detector. I have downloaded 1000 images for train data and 100 images for validation data seperately in colab. The code is running perfectly, except collab notebook takes almost one day to get…
bashkash
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Error in training custom data with ImageAi

/usr/local/lib/python3.6/dist-packages/imageai/Detection/Custom/gen_anchors.py in generateAnchors(train_annotation_folder, train_image_folder, train_cache_file, model_labels) 88 89 for obj in image['object']: ---> 90 relative_w =…
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Python Tensorflow error for the imageai library image Prediction ```ImportError: No module named '_pywrap_tensorflow_internal'```

https://github.com/OlafenwaMoses/ImageAI for the package Built with simplicity in mind, ImageAI supports a list of state-of-the-art Machine Learning algorithms for image prediction, custom image prediction, object detection, video detection, video…
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Saving YOLOv3 Model State and Loading

I am trying to train YOLOv3 model following ImageAi documentation with my custom dataset.But the training is taking too much time that Google Colab time is not enough for this. Now how can I save Model state and load it after 50/60 epoch completion?…
Tech-D
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ImageAI understadning output

Running ResNet with help of ImageAI. I can't understand why there is two sets of data under each epoch. What does it mean 10/10 and 111/111. Why model saving coming before finishing this epoch? There is totally no information in the manual. Using…
VGranin
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