We believe that using deep learning and synthetic data can aid a person’s depth estimation task. In this article, we will discuss the details of a relevant dataset generation process and demonstrate the depth estimation results on real data. Why …
Rangefinding, Deep Learning, and Synthetic Data
There is a task: given an image of a person, determine the distance between this person and the camera from which the given image was captured. Terminology and theoretical foundations relevant to this task were discussed in the preface to …
Preface to Depth Estimation
There is a task: given an image of a person, determine the distance between this person and the camera from which the given image was captured. In this article, we will discuss terminology and theoretical foundations relevant to this task. …
Sub-Pixel Edge Detection Algorithm
The Sub-Pixel Edge Detection Algorithm is a method used in image processing to identify the location of an edge with precision finer than a single pixel. Traditional edge detection (like Sobel, Canny) works at the pixel level, while sub-pixel methods …
ChatGPT, HIPAA compliance and Self-hosted LLMs
The Incident That Sparked Concern On July 14th, 2025, a Reddit user posted something that sent shockwaves through the healthcare AI community. What started as an innocent query about sandpaper for woodworking turned into a potential HIPAA compliance nightmare. The …
How Grok counters disinformation with its reasoning framework
“The opposite of love is not hate, it’s indifference. The opposite of art is not ugliness, it’s indifference. The opposite of faith is not heresy, it’s indifference. And the opposite of life is not death, it’s indifference.“ “Take sides. Neutrality …
Transforming Energy Industry with AI
DeepX’s AI to change the Gas and Oil Sector The gas and oil sector, often called “the blood of industry” has always operated in a high stakes setting where sustainability, efficiency, and safety are essential. Nowadays businesses started using artificial …
Building Context-Aware AI
A Technical Discussion on RAG Implementation Introduction As AI systems become increasingly sophisticated, the need for context-aware applications has grown exponentially. A recent technical discussion among developers working on DeepX, DXHUB, and DAPROS platforms reveals the practical challenges and solutions …
Introducing DXHUB platform for complete situational awareness
Imagine being able to pause time on your construction or industrial site — zoom in on details, rewind actions, and understand what truly happened. That’s what DXHub offers: complete situational awareness powered by AI. Whether you’re managing safety, workflows, or …
