Image Processing

Pelagic fish such as mackerel are a source of protein in Indonesia. However, there is no decapterus macarellus as an open dataset for image processing using various classification algorithms. Where its use includes the sensor-assisted sorting process in checking fresh fish and rotten fish. For this reason, this study aims to provide a classification model for pelagic fish and their primary datasets which is available for free on the IEEE data port. Artificial intelligence is used in the process of guided classification with the help of ground truth for the preparation of fish classes.

  We use industrial cameras to take images of steel wire ropes under different conditions, and use these wire rope images to train the U_Net network, and realize the semantic segmentation of the wire rope images by the U_Net network.

One of the most consequential creations in the human evolution phase is handwriting. Due to writing, today we are conveying our reflections, making business pacts, rendering an understandable world and making hitherto tasks austerer. Determining gender using offline handwriting is an applied research problem in forensics, psychology, and security applications, and with technological evolution, the need is growing. The general problem of gender detection from handwriting poses many difficulties resulting from interpersonal and intrapersonal differences.

MODI script is one of the oldest written formsofmedia.Mostoftheearlywrittenknowledgeonsubjectslikemedicine, Buddhist ideology, food habits and horoscope has been written using MODI script. MODI Script was in use during Yadavas to Chhatrapati Shivaji Maharaj Era for writing administrative and government documents. Further, during Peshawas era, MODI Script was extensively used. Even during British rule, MODI Script uses are found. It started to diminish the use of MODI Script from 1960 onwards.