cnn-pytorch topic
Music-Genre-Classification
Genre Classification using Convolutional Neural Networks
DudeNet
Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)
Python1D_CNNs
1D convolutional neural networks for activity recognition in python.
SimpleNet
This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )
human-voice-detection
Binary classification problem that aims to classify human voices from audio recordings. Implemented using PyTorch and Librosa.
A-Compact-and-Interpretable-Convolutional-Neural-Network-for-Single-Channel-EEG
In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (CAM) method for visualization. Results show that the model not...
EDM-subgenre-classifier
Code for "Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features" arXiv:2110.08862, 2021.
forest_fire_detection_system
online early forest fire detection system based on drone platform.
object-detector
A suite of Python scripts allowing the end-user to use Deep Learning to detect objects in georeferenced raster images.