IndexNet

This is the official implementation of the IndexNet.

Code

• Code for building model: IndexNetModel
• Code for data dataset、augmentation: dataset
• Implementation of Deeplabv3+ segmentation model:deeplabv3plus
• Other utils: utils
• PyTorch-Lightning Model: trainer.py
• Config: config.py

Reference

Many Thanks to: solo-learn、DetCon、Pytorch-BYOL

Pre-trained model

Potsdam

Pre-train Dataset	Architecture	Epoch	Link
Potsdam	ResNet-50	100	BaiDu (Code: tick)
Potsdam	ResNet-50	400	BaiDu (Code: ebfk)

LoveDA

Pre-train Dataset	Architecture	Epoch	Link
LoveDA (Urban)	ResNet-50	100	BaiDu (Code:m3qf)
LoveDA (Urban)	ResNet-50	400	BaiDu (Code:4pmg)

SeCo

Pre-train Dataset	Architecture	Epoch	Link
SeCo-100K	ResNet-50	200	BaiDu (Code:g997)