Dutch army
Articles

Why did the Dutch army fail against the British in Ceylon and India?-by P.k Balachandran

Obituaries

R I P Dr Carlyle Perera

First rice consignment from Australia
Articles

First rice consignment from Australia for needy families arrives

Sri Lankan fishermen 1
Articles DESMOND KELLY

“PEOPLE SMUGGLING” – by Des Kelly

Dasun Shanaka
Articles

Dasun Shanaka Great Captain and Sportsman – “Not only cricket, but other sports should also be on top” – by Kithsiri Senadeera

A Cup of Milk - By Deb Edirisinghe
Articles

A Cup of Milk – By Deb Edirisinghe

Old-Peterites in New South Wales
Articles Aubrey Joachim

Sydney Peterites do it in style and with finesse! By Aubrey Joachim

Image-to-image translation Image-to-image translation is the method of transforming an image from one domain to another domain. Image-to-image translation is usually done using deep learning models such as generative adversarial networks. Models used for this method are trained with image pairs, i.e. the input and the output image. Some complex models may even use more advanced methods. Image translation is used in several applications such as for converting color model of an image such as between RGB (Red, Green, Blue) and other color schemes, for converting from one form to other forms such as an image of a summer background to an image of a winter background etc. Image creation using text Text-to-image generation is another method that is used for creating an image. In this method, a diffusion Artificial Intelligence (AI) model translates text to images. The model used to generate images is trained using a predefined dataset. Therefore, a text input is mapped to an image using this model. However, a one-to-one generation is often not possible as large sentences of text may need multiple images to be used to create an image which suits the input. Image creation from image processing Image processing is a method to change the texture of images such as color, content and background. This method has been used for some time and AI has been used in tools which are used to process images. AI models are also used to generate new images from images after processing. For example, a user may add graphical art to images and process it using a tool. The changes after processing images can then be joined using a model to create a new image. Uses of AI in creating images Several image creation techniques and tools use AI-based models. Tools used for image translation use deep learning or neural network models to translate images. These models may use datasets to build models or may use other techniques to train based on fake data. Image creation based on other formats such as text or voice may use models based on diffusion or character recognition methods to transform text or voice to images. Also, other approaches such as speech or text analysis may be used. Image processing may use face recognition, text recognition, layered processing, and object detection. Therefore, AI models and techniques are the core components of most image creation methods. Ethical issues of image creation Image creation is often used for illegal purposes. Fake images are often publicized and real images are modified for the benefit of publicity. Furthermore, image processing is used to deceive public for monetary benefits. Large scale security attacks and theft have been reported by publicizing fake or modified images. Also, biasness of gender, race, and religion have been reported in many processed images. These have caused many extremist issues seen currently. Biasness of data used to train models used for image creation is also an issue. Many datasets contain biased data which cause errors in training and testing AI models. Also, many models used for image to image translation and text to image generation are often trained using fake data due to unavailability of training data. Biasness and errors in created images are caused due to these issues in datasets and models. Image courtesy: https://analyticsindiamag.com/
Aditya Abeysinghe Articles

Rise of image generation methods in AI – By Aditya Abeysinghe

THE GRACE MILL
Articles Lakshman Navaratne

THE GRACE MILL – By Lakshman Navaratne

Sri Lanka announce squad for Women’s T20I Asia Cup
Articles

Sri Lanka announce squad for Women’s T20I Asia Cup

tea plants
Articles Michael Roberts

Thoughts on Planter Lifeways in Ceylon evoked by the Braine Biography – By Michael Roberts

Johnny O'Keefe
Articles DESMOND KELLY

A Kelly Klassic – Johnny O’Keefe – “She Wears My Ring ” – by Des Kelly

Articles

HE WILL CARRY YOU – SUNDAY CHOICE – The Storms of Life

A Kelly Klassic - "Lefty Frizzell - Saginaw Michigan" – by Des Kelly
Articles DESMOND KELLY

A Kelly Klassic – “Lefty Frizzell – Saginaw Michigan” – by Des Kelly

Commonwealth Games
Articles Tilak S Fernando

Lessons Learnt from Commonwealth Games Ceylon Today. – By Dr Tilak S. Fernando

Checking your heart rhythms
Articles Dr harold Gunatillake

Why should you check your heart (pulse) rate frequently?- By Dr Harold Gunatillake

Franchise is the key
Articles

Franchise is the key

Nalagana Ella and Rukmal Ella are in full flow after the rains
Articles

The waterfalls flow again-by Raveendra Welagedara

new stamps mark Peradeniya Gardens
Articles

Four new stamps mark Peradeniya Gardens’ bicentennial bloom-By L.B. Senaratne

King Parakramabahu Pix by Juliet Coombe
Articles

In her fortnightly travel series Juliet Coombe takes a walk among the ruins of a great civilization that can still shed light on modern life

mental-health
Articles DESMOND KELLY

“Serious Suicides”

Family Health Care
Articles

Much-needed Family Health Care Centre for Jaffna-BY Consultant Family Physician, Dr. S. Kumaran, and Viduni Basnayake

Rev. Fr. Linus Kurukula Aratchi
Articles

Rev. Fr. Linus Kurukula Aratchi of the Diocese of Kurunegala celebrates 90th Birthday

Sri Lanka Cricket
Articles

Cricket to Corporate — six lessons from Asia Cup 2022-by Kavishan Dissanayake

Tom Moody
Articles

SLC Director of Cricket Tom Moody resigns-by Dhammika Ratnaweera

CT Show Live in Concert
Articles

CT Show Live in Concert || Vol 2

Obituaries

Obituary: Mrs Doreen Abeywardena Warasakoon

flowers-obituary
Obituaries

Obituary notice – Dr Channa Wijesinghe

President Ranil Wickremesinghe
Articles

Invites them to invest in Sri Lanka

Articles

Sri Lanka – By VINDANA Hewage

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