coordconv

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

Keras implementation of CoordConv for all Convolution layers

Code accompanying the paper "Spherical View Synthesis for Self-Supervised 360 Depth Estimation", 3DV 2019

TensorFlow implementation of CoordConv Layer introduced by UBER

Grand Challenge 2017 Multi-Modality Whole Heart Segmentation

Semi-Convolutional Operator for keras

Research about STN, CoordConv and Selective Kernel Networks combined for MNIST dataset.

This is Chainer implementation of CoordConv

Train and analysis of various architectures involving Spatial Transforms and coordconv layers over different datasets

MNIST benchmarks with Spatial Transformer Networks, Vision Transformers and SpinalNets, with model modifications including CoordConv layers.

ACT-based robotic manipulation with CoordConv spatial integration and reactive obstacle avoidance — RoArm and Alicia platforms

Unofficial Pytorch implementation of the paper 'An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution' experiment on Regression Dataset

Implementation on Deep Q-Learning with Spacial Transforms

Affliated with Leibniz Institute for Neurobiology, Magdeburg and AI Lab, OVGU Magdeburg, we implemented data analysis for single photon calcium imaging with deep learning.