MAT-CNN-FPGA: Traffic Analysis Using CNNs on FPGA
Motionless Analysis of Traffic Using Convolutional Neural Networks on FPGA: MAT-CNN-FPGA
Train simple CNN (using Matlab)
Use the vgg16_custom.m in /source/matlab/. Execution:
>> vgg16_custom()
Train simple CNN (using Keras in Python)
Use the train_routine.py in /source/python/. Varying parameters are :
pre_trained_model='VGG16'Also you can change the number of training epochs inside source/python/engine/bottleneck_features.py
The base_dir and base_dir_trained_models variables must be adapted accordingly.
Accuracy Result
