Comments (2)
Thank you so much, that worked. I'll write a blog about this library with a business card example :)
from keras-ocr.
Hi @SuyashJoshi - It looks like you're using an older version of TensorFlow. If you upgrade to TensorFlow >= 2.0.0 with pip install --upgrade tensorflow
, I believe it will likely resolve this issue.
For what it's worth, I ran the pipeline on your image using the following code and it did a decent job, I think.
import matplotlib.pyplot as plt
import keras_ocr
# keras-ocr will automatically download pretrained
# weights for the detector and recognizer.
pipeline = keras_ocr.pipeline.Pipeline()
image = keras_ocr.tools.read('https://user-images.githubusercontent.com/395039/71770765-80b5ad80-2ee5-11ea-836e-ec0792bd3be8.jpg')
# Predictions is a list of (text, box) tuples.
predictions = pipeline.recognize(image=image)
# Plot the results.
fig, ax = plt.subplots(figsize=(15, 8))
ax.imshow(keras_ocr.tools.drawBoxes(image, predictions, boxes_format='predictions'))
for text, box in predictions:
ax.annotate(s=text, xy=box[0], xytext=box[0] -50, arrowprops={'arrowstyle': '->'})
plt.show()
fig.tight_layout()
fig.savefig('example.jpg')
from keras-ocr.
Related Issues (20)
- Very inaccurate results with keras-ocr tflite model HOT 1
- Cannot train Recognizer - ValueError: Exception encountered when calling layer 'lambda_1' (type Lambda). HOT 5
- "Tried to convert 'num' to a tensor and failed. Error: None values not supported." HOT 1
- Can I get Korean Text from Image? Using keras-ocr HOT 1
- Open Source License HOT 1
- Adding an example for fine-tuning both detector & recognizer using an your own dataset HOT 4
- Detecting vertical text with craft HOT 3
- Can I extract the text color too?
- Error while import package
- How can I load the models in an offline environment? HOT 1
- Finetuning the recognizer crashes when reaching the fit_generator method
- README.md has 3 image links for running OCR. Second image is not available.
- Text bbox transform
- Train the recognizer
- Filling up RAM
- unable to load fonts. There is some issue not loading fonts while end-to-end training. HOT 1
- Small Issue With Letter Recognition
- is there a way to skip download data_generation.get_backgrounds and data_generation.get_fonts
- tensorflow is missing from requirements
- Readme.md issue
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