CoordConv-pytorch
Coordinate transformer
An implementation of a convolutional neural network component that handles spatial coordinates.
Pytorch implementation of CoordConv introduced in 'An intriguing failing of convolutional neural networks and the CoordConv solution' paper. (https://arxiv.org/pdf/1807.03247.pdf)
397 stars
18 watching
50 forks
Language: Python
last commit: over 6 years ago Related projects:
Repository | Description | Stars |
---|---|---|
kimhc6028/relational-networks | A PyTorch implementation of a neural network module for relational reasoning in computer vision tasks | 812 |
jhcho99/coformer | An implementation of a deep learning model for grounding situation recognition in images | 43 |
eladhoffer/convnet.pytorch | A PyTorch implementation of various deep convolutional networks for efficient training and evaluation on diverse datasets. | 347 |
koz4k/dni-pytorch | Decoupled Neural Interfaces using Synthetic Gradients for PyTorch | 236 |
kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,217 |
pyproj4/pyproj | A Python interface to PROJ, enabling coordinate transformations and projections in geospatial applications. | 1,065 |
xiadingz/video-caption.pytorch | PyTorch implementation of video captioning, combining deep learning and computer vision techniques. | 401 |
pochih/fcn-pytorch | A Python implementation of fully convolutional networks for semantic segmentation in computer vision. | 406 |
prabhuomkar/pytorch-cpp | A C++ implementation of PyTorch tutorials | 1,965 |
andrewliao11/dni.pytorch | An implementation of synthetic gradients to decouple neural network layers and enable scalable communication between them | 118 |
nexusapoorvacus/deepvariationstructuredrl | An implementation of reinforcement learning for visual relationship and attribute detection using PyTorch. | 63 |
zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,041 |
kazuto1011/deeplab-pytorch | PyTorch implementation of DeepLab v2 for semantic segmentation on COCO-Stuff and PASCAL VOC datasets | 1,093 |
robotlocomotion/pytorch-dense-correspondence | This project presents a method for learning dense object descriptors from self-supervised data, enabling tasks such as robotic manipulation and object recognition. | 558 |
benedekrozemberczki/capsgnn | A PyTorch implementation of a graph neural network architecture | 1,246 |