Curriculum on the topic "Augmentation of images on opencv C++"
44 USDTask: using the aggmentation algorithms, increase the volume of test data to improve the quality of learning of the neuron network, which resolves the task of image classification.
It is necessary to write the program in the C++ programming language and the opencv library that realizes all the basic functions of data aggregation. It requires the ability to upload multiple photos and obtain results on each of the functions in the form of a new image.
Example of aggression functions: turn the image, reflect the image, add noise (gausovsky, median) and others.
The archive with the test images will be provided
Необходимо разработать программный код и оформленный отчет по данной теме.
Задача: используя алгоритмы аугментации, увеличить объём тестовых данных для улучшения качества обучения нейронной сети, решающую задачу классификации изображений.
Необходимо написать программу на языке программирования С++ и библиотеки opencv, реализующую все базовые функции аугментации данных. Необходима возможность загрузки множественного числа фотографий и получение результатов по каждой из функций в виде нового изображения.
Пример функций аугментации: повернуть изображение, отзеркалить изображение, добавление шума (гаусовский, медианный) и другие.
Архив с тестовыми изображениями будет предоставлен
Client's feedback on cooperation with freelancer
Curriculum on the topic "Augmentation of images on opencv C++"The work went very smoothly, everything was done in time and by TZ.
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Freelancer's feedback on cooperation with client
Curriculum on the topic "Augmentation of images on opencv C++"The task was described quite clearly, in detail. There was no problem with the implementation. Good feedback, quickly checked and closed the project.
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