Includes implementation details of almost every layer, weight fillers, solvers, loss functions and data layer setup with every parameter.
Python Julia C++
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Example Training Caffe Tutorial Example Feb 5, 2016
Documentation.pdf Caffe Tutorial Feb 5, 2016
Documentation.pdf.saved Caffe Tutorial Feb 5, 2016
README.md Create README.md Feb 5, 2016
Test.txt Caffe Tutorial Feb 5, 2016
Train.txt Caffe Tutorial Feb 5, 2016
absValInit.png Caffe Tutorial Feb 5, 2016
absValLayer_example.prototxt Create absValLayer_example.prototxt Feb 5, 2016
accuracyLayer_example.prototxt Create accuracyLayer_example.prototxt Feb 5, 2016
argMaxLayer_example.prototxt Create argMaxLayer_example.prototxt Feb 5, 2016
argMaxinit.png Caffe Tutorial Feb 5, 2016
basic_conv_solver.prototxt Caffe Tutorial Feb 5, 2016
basic_conv_train_test.prototxt Create basic_conv_train_test.prototxt Feb 5, 2016
batchNormLayer_example.prototxt Create batchNormLayer_example.prototxt Feb 5, 2016
batchNorminit.png Caffe Tutorial Feb 5, 2016
bilinearFiller_effectsinit.png Caffe Tutorial Feb 5, 2016
bilinearFiller_example.prototxt Caffe Tutorial Feb 5, 2016
bilinearFiller_filtersinit.png Caffe Tutorial Feb 5, 2016
bnllLayer_example.prototxt Caffe Tutorial Feb 5, 2016
bnllLayerinit.png Caffe Tutorial Feb 5, 2016
constantFiller_effectsinit.png Caffe Tutorial Feb 5, 2016
constantFiller_example.prototxt Caffe Tutorial Feb 5, 2016
constantFiller_filtersinit.png Caffe Tutorial Feb 5, 2016
convLayer_example.prototxt Caffe Tutorial Feb 5, 2016
convLayerinit.png Caffe Tutorial Feb 5, 2016
convertImage2hdf5.py Caffe Tutorial Feb 5, 2016
covLayerFilterinit.png Caffe Tutorial Feb 5, 2016
deconvLayer_example.prototxt Caffe Tutorial Feb 5, 2016
deconvLayerinit.png Caffe Tutorial Feb 5, 2016
dropoutLayer_example.prototxt Caffe Tutorial Feb 5, 2016
dropoutLayerinit.png Caffe Tutorial Feb 5, 2016
eltwiseLayer_example.prototxt Caffe Tutorial Feb 5, 2016
eltwiseLayerinit.png Caffe Tutorial Feb 5, 2016
expLayer_example.prototxt Caffe Tutorial Feb 5, 2016
expLayerinit.png Caffe Tutorial Feb 5, 2016
gaussianFiller_effectsinit.png Caffe Tutorial Feb 5, 2016
gaussianFiller_example.prototxt Caffe Tutorial Feb 5, 2016
gaussianFiller_filtersinit.png Caffe Tutorial Feb 5, 2016
hdf5DataLayer_example.prototxt Caffe Tutorial Feb 5, 2016
hdf5Ptr.txt Caffe Tutorial Feb 5, 2016
hingelossLayer_example.prototxt Caffe Tutorial Feb 5, 2016
imageDataLayer_example.prototxt Caffe Tutorial Feb 5, 2016
innerProductLayer_example.prototxt Caffe Tutorial Feb 5, 2016
learn_step.py Caffe Tutorial Feb 5, 2016
leveldbDataLayer_example.prototxt Caffe Tutorial Feb 5, 2016
lmdbDataLayer_example.prototxt Caffe Tutorial Feb 5, 2016
logLayer_example.prototxt Caffe Tutorial Feb 5, 2016
logLayerinit.png Caffe Tutorial Feb 5, 2016
lrnLayer_example.prototxt Caffe Tutorial Feb 5, 2016
lrnLayerinit.png Caffe Tutorial Feb 5, 2016
msraFiller_effectsinit.png Caffe Tutorial Feb 5, 2016
msraFiller_example.prototxt Caffe Tutorial Feb 5, 2016
msraFiller_filtersinit.png Caffe Tutorial Feb 5, 2016
mvnLayer_example.prototxt Caffe Tutorial Feb 5, 2016
mvnLayerinit.png Caffe Tutorial Feb 5, 2016
net_iter_1.caffemodel Caffe Tutorial Feb 5, 2016
net_iter_1.solverstate Caffe Tutorial Feb 5, 2016
poolingLayer_example.prototxt Caffe Tutorial Feb 5, 2016
poolingLayerinit.png Caffe Tutorial Feb 5, 2016
positiveunitballFiller_effectsInit.png Caffe Tutorial Feb 5, 2016
positiveunitballFiller_example.prototxt Caffe Tutorial Feb 5, 2016
positiveunitballFiller_filtersInit.png Caffe Tutorial Feb 5, 2016
powerLayer_example.prototxt Caffe Tutorial Feb 5, 2016
powerLayerinit.png Caffe Tutorial Feb 5, 2016
preluLayer_example.prototxt Caffe Tutorial Feb 5, 2016
preluLayerinit.png Caffe Tutorial Feb 5, 2016
read_file_train.cpp Caffe Tutorial Feb 5, 2016
reluLayer_example.prototxt Caffe Tutorial Feb 5, 2016
reluLayerinit.png Caffe Tutorial Feb 5, 2016
road.jpg Caffe Tutorial Feb 5, 2016
road1.jpg Caffe Tutorial Feb 5, 2016
road2.jpg Caffe Tutorial Feb 5, 2016
sigmoidLayer_example.prototxt Caffe Tutorial Feb 5, 2016
sigmoidLayerinit.png Caffe Tutorial Feb 5, 2016
softmax.png Caffe Tutorial Feb 5, 2016
softmaxLayer_example.prototxt Caffe Tutorial Feb 5, 2016
softmaxLayerinit.png Caffe Tutorial Feb 5, 2016
softmaxwithlossLayer_example.prototxt Caffe Tutorial Feb 5, 2016
solver_example.prototxt Caffe Tutorial Feb 5, 2016
tanhLayer_example.prototxt Caffe Tutorial Feb 5, 2016
tanhLayerinit.png Caffe Tutorial Feb 5, 2016
threshold_layer.prototxt Caffe Tutorial Feb 5, 2016
train.h5 Caffe Tutorial Feb 5, 2016
train_net.py Caffe Tutorial Feb 5, 2016
try_h5.jl Caffe Tutorial Feb 5, 2016
understandLayers.py Caffe Tutorial Feb 5, 2016
uniformFiller_effectsinit.png Caffe Tutorial Feb 5, 2016
uniformFiller_example.prototxt Caffe Tutorial Feb 5, 2016
uniformFiller_filtersinit.png Caffe Tutorial Feb 5, 2016
xavierFiller_effectsinit.png Caffe Tutorial Feb 5, 2016
xavierFiller_example.prototxt Caffe Tutorial Feb 5, 2016
xavierFiller_filtersinit.png Caffe Tutorial Feb 5, 2016

README.md

Caffe-Python-Basic-Tutorial

Includes implementation details of almost every layer, weight fillers, solvers, loss functions and data layer setup with every parameter.