GTSRB

Code description

1. TRANSFER .ppm to .jpg:

PPMtoJPG_all.py
dataset:
All training .ppm dataset

2. CREATE .lmdb

create_lmdb_all.py
dataset:
All training .jpg images

3. COMPUTE IMAGE MEAN

meanTrain.binaryproto
meanTest.bianaryproto
dataset:
test_lmdb folder
train_lmdb folder

4. Main script to train the CNN

CNN_Final.py
Net_Final43.prototxt
Solver_Final.prototxt
dataset:
test_lmdb folder
train_lndb folder

More description can be found in my blog:

German Traffic Sign Recognition Benchmark blog