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Category: Technology

Little Spring WebSocket Example

10/16/2024 sc

I need to create a WebRTC library that can be used from web. Also, I will need a client that…

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Posted in: Java, Technology Filed under: Java, javascript, socket, spring, websocket

Pillow library for image processing – with examples

09/05/2024 sc

Python has come a long way since the first image processing library called PIL. There are a lot of different…

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Posted in: Python, Technology Filed under: Convolution, Image Processing, Kernel, Mask, PIL, Pillow, Python

Image Segmentation and Background Replacement

08/18/2024 sc

Today we will do a quick blog on image segmentation using one of the pre-trained PyTorch segmentation models. What we…

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Posted in: Python, Technology Filed under: Image Segmentation, machine learning, ML, Python, pytorch, Torchvision

AuraFlow vs. Stable Diffusion, how do they compare

07/24/2024 sc

It’s not new anymore to generate images from text using deep AI. There are various models proposed for this. OpenAIs…

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Posted in: Python, Technology Filed under: AI, AuraFlow, deep AI, deep learning, GAN, image from text, machine learning, ML, Python, stable diffusion

Receipt Scanning with EasyOCR

06/09/2024 sc

Recently I was looking for some OCR programs to process some receipts. Eventually I may just be using Azure of…

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Posted in: Python, Technology Filed under: deep learning, ocr, Optical Character Recognition, Python, tkinter

Soundex, the phonetic matching algorithm revisited

05/11/2024 sc

According to Wikipedia, Soundex is a phonetic algorithm for indexing names by sound as pronounced in English. The goal is…

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Posted in: Python, Technology Filed under: genealogy, Python, soundex

Anomaly Detection using Isolation Forest in Python

04/08/2024 sc

The notion of Anomaly detection is about identifying events or observations that rarely occur and are misfit in the larger…

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Posted in: Python, Technology Filed under: anomaly, anomaly detection, isolation forest, multivariate, Python, univariate

Building a simple Spark data pipeline

03/24/2024 sc

Very recently I got a call from one my old colleagues who I had worked with in one of my…

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Posted in: Java, Technology Filed under: data ingestion, data pipeline, Java, Spark

Checking Invisible Watermark used in Stable Diffusion library

02/04/2024 sc

If you checkout stable diffusion library for generating images, you will see that it uses a library named invisible_watermark. Since…

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Posted in: Python, Technology Filed under: image, invisible, Python, stable diffusion, watermark

Web application push notification

01/05/2024 sc

Even though I always knew about push notifications, I never had a necessity to build one. Until of course one…

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Posted in: Java, Technology, Web Filed under: Java, notification, push, service worker, web push, webpush

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