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bigdata

book4_power-of-matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

ccnet

CCNet: Criss-Cross Attention for Semantic Segmentation (ICCV 2019).

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cvprojects

computer vision projects | 计算机视觉等好玩的AI项目

deep-image-prior

Image restoration with neural networks but without learning.

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deeplearning-models

A collection of various deep learning architectures, models, and tips

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

gee_packages

GEE stable packages

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

gost3_tsd_v1.0

GOST3_tsd_v1.0 is a canopy reflectance model

image_captioning

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

kaggleprojects

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

multi_class

phenofit

R package: A state-of-the-art Vegetation Phenology extraction package, phenofit

pml

Penman-Monteith-Leuning Evapotranspiration in GEE

prml

PRML algorithms implemented in Python

prosail

Python bindings for the PROSAIL canopy reflectance model

pso

粒子群优化算法

python_glcmfeature

This .py file describe how to use GLCM (Gray level co-occurrence matrix) to analyze texture information of an image

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).

pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

remote-sensing-image-semantic-segmentation

The project uses Unet-based improved networks to study Remote sensing image semantic segmentation, which is based on keras.

tattoo-segmentation

tensorflow-deeplab-v3

DeepLabv3 built in TensorFlow

tensorflow-deeplab-v3-plus

DeepLabv3+ built in TensorFlow

unet-family

Paper and implementation of UNet-related model.

unet-segmentation-pytorch-nest-of-unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet