Seeing Machines: A Podcast on Computer Vision by AI
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S2E4 S2E4: Data Augmentation
Discover how data augmentation is revolutionizing computer vision, offering a powerful solution to the perennial challenge of data scarcity in training deep neural networks. This process involves…
S2E3 S2E3: Datasets
This episode delves into the unsung heroes of the artificial intelligence revolution: the foundational datasets that taught computers to "see". We explore the evolutionary journey of computer vision…
S2E2: Annotation tools
This episode delves into the foundational role of data annotation in teaching machines to "see" and understand the visual world, a critical step for nearly all supervised machine learning projects in…
S2E1 S2E1: Computer Vision Libraries
In this episode, we delve into the fascinating world of computer vision, the field that empowers machines to interpret and understand visual information, bridging the gap between raw pixel data and…
S1 S1Bonus: SciFi to Reality
Step into a world where machines truly see, bridging the gap between cinematic fantasy and scientific reality. This episode begins with the captivating gaze of Ava from Ex Machina, exploring the…
S1E8 S1E8: Computer Vision Challenges
This episode delves into the critical challenges hindering the widespread and reliable deployment of computer vision (CV) systems in the real world. We explore occlusion, where objects are partially…
S1E7 S1E7: Segmentation
This episode delves into image segmentation, a foundational computer vision task that teaches machines to understand the visual world at a pixel level, moving beyond simple classification or bounding…
S1E5 S1E5: Object Detection
Dive into the fascinating world of computer vision with a deep exploration of object detection models, the technology that teaches machines to "see" and understand the world around them. This episode…
S1E5 Image Classification
Welcome to "From Pixels to Perception: A Deep Dive into Image Classification"! In this episode, we embark on a journey into the fascinating world of computer vision, starting with the fundamental…
S1E4 Building Computer Vision Models
Tune in to explore the fascinating world of computer vision, a field of artificial intelligence that empowers machines to interpret and understand the visual world, mimicking human sight. We'll…
S1E3 How Computers See
We explore the two defining eras of computer vision: how machines learn to interpret the visual world. We'll dive into Classical Computer Vision, a "human-guided" approach where experts meticulously…
S1E2 The Art and Science of Digital Images
The provided text offers a comprehensive overview of digital imaging fundamentals, beginning with the pixel as the foundational unit of all digital images, explaining its nature, organization…
S1E1 What is Computer Vision?
This episode explores computer vision, an area of artificial intelligence that trains machines to interpret visual data. It details the step-by-step process by which computers analyze images and…
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Seeing Machines: A Podcast on Computer Vision by AI has published 13 episodes since June 2025, covering topics in Technology.
Seeing Machines: A Podcast on Computer Vision by AI is currently dormant with new episodes weekly. Average episode length is 29m.
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