CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization

• Published in: IEEE transactions on visualization and computer graphics Vol. 27; no. 2; pp. 1396 - 1406
• Main Authors: Wang, Zijie J., Turko, Robert, Shaikh, Omar, Park, Haekyu, Das, Nilaksh, Hohman, Fred, Kahng, Minsuk, Polo Chau, Duen Horng
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.02.2021
• Subjects: Computer Graphics; Convolutional neural networks; Deep learning; Humans; machine learning; Mathematical model; Neural Networks, Computer; Neurons; visual analytics; Visualization

Deep learning's great success motivates many practitioners and students to learn about this exciting technology. However, it is often challenging for beginners to take their first step due to the complexity of understanding and applying deep learning. We present CNN Explainer, an interactive vi...