This content originally appeared on DEV Community and was authored by Vyshnavi K
This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer.
Explainer
Grad CAM vitally used in regions of CNN decisions, is a part of DL. uses gradients flowing into the final convolutional layer to show where model "looks" to make decisions, passes localization tests such as PASCAL VOC, MS COCO, and ImageNet.
Additional Context
- Visualisation aspect: It conveys the idea that Grad-CAM shows "where model looks," which is a vivid way to describe its visualisation capability.
- Benchmark inclusion: Mentioning specific datasets (PASCAL VOC, MS COCO, and ImageNet) demonstrates Grad-CAM's wide applicability and validation.
- Accessibility: The explanation balances technical terms with more approachable language, making it understandable to a wider audience.
This content originally appeared on DEV Community and was authored by Vyshnavi K
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Vyshnavi K | Sciencx (2024-06-17T14:58:24+00:00) Backstage for AI’s Decision-Making Process. Retrieved from https://www.scien.cx/2024/06/17/backstage-for-ais-decision-making-process/
" » Backstage for AI’s Decision-Making Process." Vyshnavi K | Sciencx - Monday June 17, 2024, https://www.scien.cx/2024/06/17/backstage-for-ais-decision-making-process/
HARVARDVyshnavi K | Sciencx Monday June 17, 2024 » Backstage for AI’s Decision-Making Process., viewed ,<https://www.scien.cx/2024/06/17/backstage-for-ais-decision-making-process/>
VANCOUVERVyshnavi K | Sciencx - » Backstage for AI’s Decision-Making Process. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2024/06/17/backstage-for-ais-decision-making-process/
CHICAGO" » Backstage for AI’s Decision-Making Process." Vyshnavi K | Sciencx - Accessed . https://www.scien.cx/2024/06/17/backstage-for-ais-decision-making-process/
IEEE" » Backstage for AI’s Decision-Making Process." Vyshnavi K | Sciencx [Online]. Available: https://www.scien.cx/2024/06/17/backstage-for-ais-decision-making-process/. [Accessed: ]
rf:citation » Backstage for AI’s Decision-Making Process | Vyshnavi K | Sciencx | https://www.scien.cx/2024/06/17/backstage-for-ais-decision-making-process/ |
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