CS109B
Syllabus
Calendar
Schedule
Materials
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FAQ
Preparing for this course
Lecture 18: 𝗈 State of the art models (SOTA) and Transfer Learning
Key Word(s):
SOTA
,
LeNet
,
AlexNet
,
VGG
,
GoogLeNet
,
ResNet
,
MobileNet
,
DenseNet
Slides
Lecture 18: CNN5 - SOTA (PDF)
Lecture 18: Transfer Learning (PDF)
Exercises
Lecture 18: Performance comparison of different SOTAs (Notebook)
Lecture 18: Exercise - Transfer Learning (Notebook)