Computer Vision: From Pixels to Insights | Aman Soni | GeekSpeak | GeekyAnts

In this talk, Aman Soni, a Software Engineer at GeekyAnts, dives deep into the world of computer vision, explaining how AI turns pixels into insights. You'll explore the fundamentals of image processing, including key concepts like image representation (Grayscale vs. RGB), resolution, pixel intensity, and the importance of aspect ratio and image dimensions. Aman also walks through core techniques like filtering (blurring, sharpening), edge detection (Sobel, Canny), and introduces image segmentation.
Additionally, he covers real-world applications of deep learning in areas like autonomous driving, healthcare, and security systems, illustrating how machines interpret visual data. Perfect for anyone curious about the future of AI and machine learning in computer vision technology and the basics of image manipulation and analysis.
Connect with Aman Soni
LinkedIn - / aman-soni-6b17b6223
The following topics are covered and explained in this video:
0:05 - Introduction
0:15 - Computer Vision: From Pixels to Insights
0:36 - Why do we need Computer vision?
2:55 - Content (Context of the video)
3:15 - How does the computer understand an image?
6:56 - Practical implementation (Image processing)
10:03 - Difference between the Convolution and Multiplication operator.
11:10 - How does the Image get sharpened or blurred?
12:11 - Edge Detection
13:43 - Application that removes the noise.
14:24 - Backbone of creating AI objects & Images
15:40 - Object Detection
16:52 - Image segmentation
17:44 - Upcoming topics related to Computer vision
About GeekyAnts
GeekyAnts is a development and design studio that empowers product development through open-source solutions and agile methodologies. With over 500 client partnerships, 300 community members, 700 projects delivered, and 30 tech partnerships, we are committed to embracing emerging technologies and aiding companies and communities in their adoption.
Our excellence has been proven in diverse services, from web and mobile app development to AI, UX design, DevOps, digital health solutions, and more. Serving clients across major industries, including fintech, healthcare, and e-commerce, their expertise lies in building custom internal software, B2B and B2C applications, MVPs, and comprehensive digital transformations.
Trusted by industry leaders such as Darden, ICICI Securities, PayPoint, Atsign, Pepperfry, and 100ms, GeekyAnts is dedicated to shaping the future of technology.
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[@architdhawan3191]

Wanted to explore CV for a long time. Finally got a video from scratch after a looooooog wait.. and I am quite surprised from the way of teaching.. thanks Geeky ants and this guy Aman.

[@iragarg9216]

Finally after so long!! Such good CV insights!!🤌