snow’s Projects
awesome-image-classification
A curated list of deep learning image classification papers and codes
awesome-knowledge-distillation
Awesome Knowledge Distillation
building-extraction
CenterUnet
CenterUnet: Unet version of CenterNet Objects As Points with mask branch.
Change-Detection-Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
computer-vision
demo
contrib
Implementations of ideas from recent papers
COVIDClassification_FlyAI
flyai, cnn, classification
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续………… 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
deep_learning_object_detection
A paper list of object detection using deep learning.
ds_bowl_2018
Kaggle Data Science Bowl 2018
efficientdet
object detection, deep learning, efficientdet
gdaltools
gdal
GenerativeNegativeSamples
InstanceSegmentation_Sentinel2
Deep Learning for Instance Segmentation of Agricultural Fields – Master thesis
kaggle-rcic-1st
1st Place Solution for Kaggle Recursion Cellular Image Classification Challenge — www.kaggle.com/c/recursion-cellular-image-classification/
keypoint_detection
keypoint, deep learning, centernet
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Multi-task-deep-network
Usage of Multi-task deep learning network for semantic segmentation in medical images
note
日常收集的资料和代码
open-solution-mapping-challenge
Open solution to the Mapping Challenge :earth_americas:
plough_extraction
This repo is the pytorch implementation of cropland extraction.
pytorch-mask-rcnn
pytorch-ricap
PyTorch implementation of RICAP (Random Image Cropping And Patching)
RemoteSensingSceneRecognition
semseg
常用的语义分割架构结构综述以及代码复现
SIIM-ACR-Pneumothorax-Segmentation-5th
www.kaggle.com/c/siim-acr-pneumothorax-segmentation/leaderboard
STANet
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
tensorflow-windows-wheel
Tensorflow prebuilt binary for Windows
TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
Read more here: Source link
