Doug Sillars discusses using AI and machine learning to simplify image preparation for the web. He describes how object detection can be used for cropping, blurring objects, object removal, and generating alt text. Sillars also provides examples of using these techniques like detecting and adding sunglasses to images. He concludes that image processing with AI and ML can automate tasks like cropping, blurring, object removal, and alt text generation for image optimization.
26. Shortcuts for Image Prep: Detection of Objects
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52. Train Your Model
Precision: How often Model’s
predictions were correct. In this case
1/6 is a false positive
Recall: How often model found
known objects. 1/6 is a missed
prediction.
96. Putting it all together
https://res.cloudinary.com/dougsillars/image/upload/v1558855691/IMG_20181207_163533_ibfm7a.jpg
97. Putting it all together
https://res.cloudinary.com/dougsillars/image/upload/c_crop,g_face,w_1500,h_1500/v1558855691/IMG_2018120
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98. Putting it all together
https://res.cloudinary.com/dougsillars/image/upload/c_crop,g_face,w_1500,h_1500/v1558855691/IMG_2018120
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99. Putting it all together
https://res.cloudinary.com/dougsillars/image/upload/c_crop,g_face,w_1500,h_1500/l_6558_f,o_80,e_make_transparent/
g_adv_eyes,fl_layer_apply/v1558855691/IMG_20181207_163533_ibfm7a.jpg