Repository Index

This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

• beamforming
• mmwave
• positioning
• 5g

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

• hyperopt
• hyperparameter-optimization
• hyperparameter-tuning
• hyperparameters-optimization

ROS wrapper for NCNN neural inference framework

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

• fine-tuning
• vgg16
• resnet18
• densenet121

Simple convolutional highway networks using TensorFlow.

Auralisation of learned features in CNN (for audio)

Spatial Transformer Nets in TensorFlow/ TensorLayer

• tensorlayer
• tensorflow
• cnn
• deep-learning

Copycat CNN

CNN, Caffe, LaMem,Azure

Implementation of the Mask R-CNN model using OCaml's numerical library Owl.

Fully functional implementation of FCNNs with Back Prop

🗺 General purpose U-Network implemented in Keras for image segmentation

• tensorflow
• cv
• cnn
• dnn