Getting Good

NJLCC2022 Dataset

dataset
Introduction to NJLCC2022 Dataset
Oct 18, 2023
Bowen

D3net

transformer
Densely connected multidilated convolutional networks for dense prediction tasks
Dec 8, 2021
Bowen

RGB and RGB-D Fusion

transformer
borrow code from https://github.com/jiangyao-scu/JL-DCF-pytorch and add some tips
Dec 3, 2021
Bowen

Segformer

transformer
understanding segformer code and structure
Dec 2, 2021
Bowen

Robust transformer models

transformer
test code for recent robust transformer models
Nov 30, 2021
Bowen

Better code with pytorch and einops

python
einops
tutorial code for einops
Nov 29, 2021
Bowen

 

Augment the dataset

python
a tutorial for file rename and augmentation
Nov 25, 2021
Bowen

MMSegmentation for Remote sensing

pytorch
mmsegmentation
a tutorial for using mmsegmentation for land cover classification tasks in remote sensing
Nov 18, 2021
Bowen

pytorch unfold：extract patches from image

pytorch
fastai2
a tutorial about how to extract patches from a large image and to rebuild the original image from the extracted patches
May 22, 2021
Bowen

Basic experiment for deeplearning

pytorch
fastai
a tutorial about basic operations in deeplearning
May 22, 2021
Bowen

Exploratory data analysis of Images

pytorch
fastai
based on the dataset of ISPRS and DroneDeploy
Mar 17, 2021
Bowen

fastai datacore

pytorch
fastai
borrow code from https://docs.fast.ai/data.core.html add some tips and add some tips
Jan 31, 2021
Bowen

fastai dataloader

pytorch
fastai
borrow code from https://docs.fast.ai/data.load.html and add some tips
Jan 27, 2021
Bowen

fastai data transform

pytorch
fastai
borrow code from https://docs.fast.ai/data.transforms.html and add some tips
Jan 27, 2021
Bowen

Transformer Blog

pytorch
fastai
a tutorial about base part of transformer
Jan 10, 2021
Bowen

Understranding HRNET with code

pytorch
fastai
a tutorial about Hrnet code
Aug 3, 2020
Bowen
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