A short evaluation of CNN architectures/papers for German Traffic Sign Recognition Benchmark (GTSRB)
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Updated
Jul 22, 2017 - Python
A short evaluation of CNN architectures/papers for German Traffic Sign Recognition Benchmark (GTSRB)
Looking for the best parameters using a genetic algorithm
In this series of deep learning sessions on CNN, we will go through variety of applications and also understand the basic concepts behind CNN and implement them.
Written DNN whole basic architecture using python
Convolutional Neural Network with a custom architecture used for binary classification of images. The model predicts whether the car is a whole or a damaged.
The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG dataset.
In this project, we propose a cervical cancer detection and classification system using CNNs . We employ transfer learning and fine-tuning for enhanced performance. Classifiers like ELM and AE are added to increase the efficiency.
Classic-CNN-Architectures
Tutorial on Speech Recognition using Convolutional Neural Network
BNN-to-FPGA framework, written in VHDL and Python
deep Learning practice and CNN Implementation
Implementations of deep network architectures in PyTorch.
MNIST classification with deeper CNN models
Implementation of a deep learning model based on the VGG16 neural network to track faces in a video or with a camera in real time.
Calculation of the dimensional progression in Convolutional Neural Networks
ENSC 813 Deep Learning Systems in Engineering - Term Project
Own implementation of the Indices-Net model proposed in [Xue et al, 2017]. This code was written as a baseline to compare with my own model presented in STACOM 2018 [Debus and Ferrante, 2018].
A self-taught project about Machine Learning & Deep Learning with Python. Thanks to the countless researchers and developers around the world and their open-source code, particularly Python-based open-source code!
Kaggle kernel for cats_vs_dogs Image Classification competition. Recent Score: 0.51310
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