Skip to main content

Recreating pixilated images




Pixilated images are images that have been zoomed to a point that the picture is no longer clear and one can’t tell what the image is about. 

Most science fiction movies use this their scene. In their control room they get a satellite image of an individual and display it in a big screen but usually not clear and there is this IT geek with glasses keys in a few keys on the keyboard and walla a clear image of the individual is seem.

Goggle has now brought these to reality. By the use of deep machine learning project Google brain software is able to analyze the pixilated image and be able to recreate a better image that will be easy to use.

Google Brain's software does this with two stages of neural network training. The first stage involves a "conditioning network" that cross references the 8 x 8 pixelated image with similar-looking images that are higher resolution and then downsized, checking for patterns and colors

The second stage, called the "prior network" then uses details from high-resolution images to try to fill out the low-resolution images.

"When some details do not exist in the source image, the challenge lies not only in ‘deblurring’ an image, but also in generating new image details that appear plausible to a human observer," the Google Brain researchers wrote in their paper.

They have carried out successful test with celebrities photos which they pixilated then fed the machine to observe how it will recreate it.  Its still not yet clear when the full product will be out or even if it will be commercialized

As technologies professionals this might end up as a good innovation in the security field as video output from DVR with very poor quality which end up not valuable  because in the event of crime the criminals is not visible.With these innovation will come in handy in recreating the images .



Comments

Post a Comment

Popular posts from this blog

Revolutionizing Agriculture: Precision Farming with Drones and Sensors

  Drones in Agricuture In the rapidly evolving world of agriculture, precision farming stands out as a groundbreaking approach that harnesses the power of technology to enhance productivity, sustainability, and efficiency. Among the most transformative tools in this field are drones and sensors, which are redefining traditional farming practices. This article delves into how these technologies are being integrated into modern agriculture, the benefits they offer, and the future they promise. The Rise of Precision Farming Precision farming, also known as precision agriculture, involves the use of technology to manage crops and soil in a more precise and controlled manner. The goal is to optimize field-level management regarding crop farming. Unlike conventional methods that rely on broad-spectrum approaches, precision farming tailors practices to the specific needs of different areas within a field. Drones: Eyes in the Sky Drones, or unmanned aerial vehicles (UAVs), have become an i...
Post a Comment
Read more

The Impact of 5G Technology on Businesses and Consumers: Benefits and Challenges

The advent of 5G technology has ushered in a new era of connectivity, promising faster speeds, lower latency, and more reliable networks. This revolutionary technology is set to impact not only how we communicate and consume content but also how businesses operate and innovate. In this blog post, we will delve into the far-reaching implications of 5G on both businesses and consumers, exploring the benefits it brings and the challenges it poses. Benefits for Businesses: Enhanced Mobile Workforce: 5G enables faster and more stable connections, making remote work and collaboration seamless. Businesses can have a highly productive mobile workforce, leading to increased efficiency. IoT Advancements: The Internet of Things (IoT) will thrive with 5G, as it can support a massive number of connected devices. Industries like manufacturing, healthcare, and logistics will benefit from real-time data analytics and automation. Improved Customer Experience: Faster download and streaming speeds mean b...
Post a Comment
Read more

The future of Artificial Intelligence: trends, challenges, and opportunities

  The future of Artificial Intelligence (AI) is an exciting topic, with many trends, challenges, and opportunities to explore. AI is rapidly advancing and changing the world we live in, from business and healthcare to entertainment and social media. In this blog post, we will dive into some of the latest trends in AI, examine the challenges that come with AI, and explore the opportunities that AI presents. Trends in AI: One of the biggest trends in AI is the development of deep learning algorithms. These algorithms use neural networks to learn from vast amounts of data, making it possible for machines to recognize patterns and make predictions with high accuracy. Another trend is the integration of AI with other technologies, such as the Internet of Things (IoT), which is creating a world where machines are connected and can communicate with each other in real-time. Challenges in AI: One of the biggest challenges in AI is the ethical and moral implications of using AI. As AI become...
Post a Comment
Read more