Customized implementation of the U-Net in PyTorch for Kaggle's Carvana Image Masking Challenge from high definition images. This model was trained from scratch with 5k images and scored a Dice ...

Histogram Equalization is one of the fundamental tools in the image processing toolkit. It’s a technique for adjusting the pixel values in an image to enhance the contrast by making those intensities ...

A software engineer and book author with many years of experience, I have dedicated my career to the art of automation. A software engineer and book author with many years of experience, I have ...

Age-matched average 3D models facilitate both surgical planning and intraoperative guidance of cranial birth defects such as craniosynostosis. We aimed to develop an algorithm that accepts any number ...

Abstract: The growing demand for marine resources makes underwater resource detection a significant topic of research. Image processing techniques show a lot of potential in detecting and mapping ...

Abstract: We estimated the moisture content in Tomato (Solanum Lycopersicum) leaves by using the Color Extraction Algorithm and the kurtosis value of the leaves from the grayscale histogram. An ...

A real-time face recognition system is capable of identifying or verifying a person from a video frame. To recognize the face in a frame, first, you need to detect whether the face is present in the ...

According to Stack Overflow's 2022 Developer Survey, Python is one of the top programming languages today - its relatively simple learning curve and versatility make it an attractive choice for coders ...