GISer18's repositories
1D-2D-Segmentation-AutoEncoder-TF2-KERAS
1D and 2D Segmentation Models with options such as Deep Supervision, Guided Attention, BiConvLSTM, Autoencoder, etc.
AA-ResUNet
Attention Augmented Convolution based ResUNet for Semantic Segmentation
ACC-UNet
ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets
aerial-image-segmentation
Aerial Image segmentation by PyTorch
An-Overview-of-Segformer-and-Details-Description
This repository provides an overview of Segformer, architecture encoder in particular. Some details of Segformer can be misleaded, thus makes a short description here to help understand the model. Meanwhile, the code (Keras/TensorFlow) is also provided for supporting.
attention-mechanism-unet
An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；本册有，584幅图，81个代码文件，其中18个Streamlit App；状态：清华社五审五校中；Github稿件基本稳定，欢迎提意见，会及时修改
CV-competition-arsenal
自己做的一些CV竞赛代码
data-science-cheatsheets
List of Data Science Cheatsheets to rule the world
Deep-Attention-Network-for-BraTS20
Deep Supervised Attention Networks for Pixel-wise Brain Tumor Segmentation. Affiliated with Data and Knowledge Engineering Group, Faculty of Computer Science, OVGU Magdeburg, Germany.
DeepLearningExamples
Deep Learning Examples
deepvision
PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.
fake_news_detection
Training a neural network model from small size of high quality labeled dataset for fake news detection
field-delineation
Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.
finding_berries
PyTorch implementation of the paper "Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors". Peri Akiva, Kristin Dana, Peter Oudemans, Michael Mars. CVPRW2020.
fix-match
Semi-supervised FixMatch algorithm Python implementation
keras-arcface
Keras implementation of ArcFace, CosFace, and SphereFace
Keras_insightface
Insightface Keras implementation
LANet
Pytorch codes for 'LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images'
Learn-TensorFlow-ViT
Learning Tensorflow Step by Step:: Concepts, Examples & Applications
ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
overlap-tile
N-dimensional NumPy array tiling and merging with overlapping, padding and tapering
planar_algorithm
平面gis算法， planar_algorithm
SegFormer-tf
A Tensorflow Implementation of "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"
segformer-tf-transformers
This repository demonstrates how to use TensorFlow based SegFormer model in 🤗 transformers package.
thorough-pytorch
PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
TransUNetplus2
Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
UNet-3-Plus
A Full-Scale Connected UNet for Medical Image Segmentation
Unet-extrusion-detection
TensorFlow implementation of the deeply supervised attention-gated residual U-Net trained to detect extrusion events in time-lapse brightfield images of a cell monolayer.