Oleksandr G. (@oleksandr-g-rock)

Top repositories

1

How_to_create_confusion_matrix

How to create a confusion matrix with the test result in your training model & How to visualize the history of network learning: accuracy, loss in graphs.
Jupyter Notebook
10
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2

How_to_create-image-classification-for-recognizing-persons-animals-others

Create image classification for recognizing persons, animals, others.
Jupyter Notebook
7
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3

flower_classification

Image Classifications: Flowers Recognition
Jupyter Notebook
7
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4

how_to_convert_h5_model_to_tflite

How to convert h5 model to tflite model
Jupyter Notebook
6
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5

image_classification_pi_camera_live_time_custom_model_tflite

Image classification (persons, animals, other) on raspberry pi from pi-camera (in live time) used custom model tflite (output to terminal)
Python
5
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6

How-to-divide-image-4-part-using-OpenCV

How to divide the image into 4 parts using OpenCV
Python
4
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7

Quantization

Quantization (post-training quantization) your (custom mobilenet_v2) models .h5 or .pb models using TensorFlow Lite 2.4
Python
4
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8

classify_picamera_in_live_time_cusom_model

Image classification (persons, animals, other) on raspberry pi from pi-camera (in live time) used custom model .h5 (output to terminal)
Python
4
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9

simple_classification_pi_vgg16_pretrain_model

Simple image classification on raspberry pi used the pre-trained model VGG16
Python
3
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10

simple_classification_pi_vgg16_pretrain_model_from_pi_camera

Simple image classification on raspberry pi from pi-camera used the pre-trained model VGG16
Python
3
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11

install_packages_for_pi_nn

Shell
3
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12

classify_picamera_with_while_cusom_model

Image classification (persons, animals, other) on raspberry pi from pi-camera (with cycle while) used custom model .h5 (output to terminal)
Python
3
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13

simple_classification_pi_vgg16_pretrain_model_from_pi_camera_while

Simple image classification on raspberry pi from pi-camera (with cycle while) used the pre-trained model VGG16
Python
2
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14

simple_object_detection

Create simple recognition object detection in the live time on the Raspberry Pi - version 2
Python
2
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15

oleksandr-g-rock

2
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16

live-time-used-custom-model-tflite-dividing-image-into-4

Python
2
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17

image_lassify_tflite_simple

Simple image classification (persons, animals, other) on raspberry pi used custom model tflite (output to terminal)
Python
2
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18

create_animation_graphs_in_python

How to create live animation graphs in python
Python
2
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19

image_classification_out_to_terminal

Simple image classification on raspberry pi from pi-camera (in live time) used the pre-trained model mobilenet_v1 and TensorFlow Lite (output to terminal)
Python
2
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20

custom_object_detection_person_notperson

Python
2
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21

image_classify_tflite_camera_pi_while

Image classification (persons, animals, other) on raspberry pi from pi-camera (with cycle while) used custom tflite model (output to terminal)
Python
2
star
22

simple-image-classification-4-divide-image-tflite

Simple image classification (persons, animals, other) on raspberry pi used custom model tflite (output to terminal) dividing image into 4 parts using OpenCV and TensorFlow Lite
Python
2
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23

disease-recognition-from-xray

Recognition (3 diseases) from X-ray (Machine Learning tutorial) with accuracy: 96%
Jupyter Notebook
2
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