Deep Learning Remote Sensing Image Classification Using Pretrained Networks

Unofficial PyTorch implementation of paper Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

Difference

Due to the lack of Overfeat's PyTorch Pre-trained model, we replace Overfeat with AlexNet which has a very similar structure

Requirements

To install requirements
conda env create -f environment.yml

Usage

1. Clone this Repository
2. Download and Unzip the UCMerced_LandUse dataset
3. python train.py

Result

Metric	Reported	Our Implementation
Test-set accuracy	92.4%	93.57%