ytxiu's starred repositories
leaflet-tutorial
Basic leaflet.js turorail
HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
deeplabv3plus-pytorch
Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.
pspnet-pytorch
PyTorch implementation of PSPNet segmentation network
DeepLab-v3-plus-cityscapes
mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
blogs_code
demo code of my blog
GALD-DGCNet
Source code and model GALD net (BMVC-2019) and Dual-Seg Net (BMVC-2019)
awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
cityscapesScripts
README and scripts for the Cityscapes Dataset
PSPNet-TF-Reproduce
Training PSPNet in Tensorflow. Reproduce the performance from the paper.
PSPNet-tensorflow
TensorFlow-based implementation of "Pyramid Scene Parsing Network".
CBAM-tensorflow-slim
CBAM implementation on TensorFlow Slim
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
tensorflow-deeplab-v3-plus
DeepLabv3+ built in TensorFlow
deep_learning_object_detection
A paper list of object detection using deep learning.
NAS_FPN_Tensorflow
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.
Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
LearningToCompare_FSL
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)
DeltaEncoder
This is the tensorflow implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition" https://arxiv.org/abs/1806.04734
machine-learning-yearning
Translation of <Machine Learning Yearning> by Andrew NG