Please enable JavaScript.
Coggle requires JavaScript to display documents.
Machine learning (Theoretical background (https://medium…
Machine learning
Theoretical background
https://medium.com/@nikasa1889/the-modern-history-of-object-recognition-infographic-aea18517c318
TensorFlowJS
Basics
Tensors, operators
CNN Model
Layers
a Layer
filters (kernels)
input shape
Example
Conv2d
maxpooling
Conv2d
Maxpooling
Flatten
Compiling and optimization
Optimizers
Adam
Compile
Training
fit
batch
labels
Loss and accuracy
On the training data
Prediction
Image data to tensor
possibly pad input data
Predict
Transfer learning
leverage pre-trained models and refine