Seeing.
Classify a photo, find objects, cut them out pixel by pixel and recognize the points of hands and body. With your phone's camera.
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02.01
Classifying a photo
25 min
The body that looks and the head that decides. You train your first model on the phone in ten minutes. Lab, Photo input
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02.02
A good image dataset
18 min
Variety, balanced classes, the "nothing" class, blurry photos and duplicates. How to split the photos without cheating.
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02.03
Finding objects
20 min
Boxes, overlap and duplicates to remove. How the models of the YOLO family work. Live detector
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02.04
Cutting out pixel by pixel
16 min
Semantic and instance segmentation, and a model that estimates depth from a single photo. Live segmentation
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02.05
Hands, body, face
22 min
A ready-made model finds the 21 points of the hand. Yours learns the gestures you choose. Lab, Hand input
The course review → The key concepts and new questions, once you've finished the lessons.