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💵Model Peruvian Bills (MLR, Mask, Inceptionv2) RCNN💶

bit.ly/perunotesdetector

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_layouts
_layouts
 
 
assets/css
assets/css
 
 
images
images
 
 
inference_graph
inference_graph
 
 
preview
preview
 
 
random
random
 
 
training
training
 
 
.gitignore
.gitignore
 
 
Bills_in_Photographs_with_Keras_linkedai_co.ipynb
Bills_in_Photographs_with_Keras_linkedai_co.ipynb
 
 
Jose_Taquia_All_TransferLearning_LRMultiClass_saveload.ipynb
Jose_Taquia_All_TransferLearning_LRMultiClass_saveload.ipynb
 
 
LICENSE.txt
LICENSE.txt
 
 
Mask_RCNN_worked.ipynb
Mask_RCNN_worked.ipynb
 
 
Mask_RCNN_worked_useful_videos.ipynb
Mask_RCNN_worked_useful_videos.ipynb
 
 
Notebook.ipynb
Notebook.ipynb
 
 
Object_detection_image.py
Object_detection_image.py
 
 
Object_detection_video.py
Object_detection_video.py
 
 
Object_detection_webcam.py
Object_detection_webcam.py
 
 
Peruvian_Detect_Multiple_Bills_2_rates.ipynb
Peruvian_Detect_Multiple_Bills_2_rates.ipynb
 
 
README.md
README.md
 
 
_config.yml
_config.yml
 
 
change_bbox.py
change_bbox.py
 
 
export_inference_graph.py
export_inference_graph.py
 
 
generate_tfrecord.py
generate_tfrecord.py
 
 
history_09200171.docx
history_09200171.docx
 
 
joseTaquiamodel.py
joseTaquiamodel.py
 
 
peru_bills_LogisticRegression_multi_class.pickle
peru_bills_LogisticRegression_multi_class.pickle
 
 
peruvian_bills.json
peruvian_bills.json
 
 
pre_binarize.py
pre_binarize.py
 
 
pre_blurring.py
pre_blurring.py
 
 
pre_color_feature.py
pre_color_feature.py
 
 
pre_corners.py
pre_corners.py
 
 
pre_data_augmentation.py
pre_data_augmentation.py
 
 
pre_edges.py
pre_edges.py
 
 
pre_enhance_contrast.py
pre_enhance_contrast.py
 
 
pre_enhance_contrast_gray.py
pre_enhance_contrast_gray.py
 
 
pre_isolate_colors.py
pre_isolate_colors.py
 
 
pre_kernel.py
pre_kernel.py
 
 
pre_main_task.py
pre_main_task.py
 
 
pre_pascal.py
pre_pascal.py
 
 
pre_remove_background.py
pre_remove_background.py
 
 
pre_shi_tomasi_corner.py
pre_shi_tomasi_corner.py
 
 
process_video.py
process_video.py
 
 
rename.py
rename.py
 
 
requirements.txt
requirements.txt
 
 
resize.py
resize.py
 
 
resizer.py
resizer.py
 
 
simple_model_.py
simple_model_.py
 
 
sizeChecker.py
sizeChecker.py
 
 
video_format.py
video_format.py
 
 
videofile.mp4
videofile.mp4
 
 
videofile_masked.avi
videofile_masked.avi
 
 
visualize_cv2.py
visualize_cv2.py
 
 
xml_to_csv.py
xml_to_csv.py
 
 
yolo_v2_tiny-bills.ipynb
yolo_v2_tiny-bills.ipynb
 
 

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Peruvian Bills/Notes Detector

Data Science technologies for Identify and detect peruvian currency (bills and notes)

By Romell Domínguez

Target of Repository:

You can also view online via:

Multiclass Logistic Regression -> NBViwer Binder Colab

Mask RCNN -> NBViwer Binder Colab

TensorFlow Object Detection -> NBViwer Binder Colab

YOLO V2 Darknet -> NBViwer Binder Colab

Yolo Preview:

Requirements

License

MIT. See the LICENSE file for the copyright notice.

2019, October

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💵Model Peruvian Bills (MLR, Mask, Inceptionv2) RCNN💶

bit.ly/peruNotesDetector

Topics

database jupyter-notebook bills peru mask-rcnn inceptionv2 multiclass-logistic-regression

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