Unofficial PyTorch implementation of paper Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks
Due to the lack of Overfeat's PyTorch Pre-trained model, we replace Overfeat with AlexNet which has a very similar structure
To install requirements
conda env create -f environment.yml
- Clone this Repository
- Download and Unzip the UCMerced_LandUse dataset
python train.py
Metric | Reported | Our Implementation |
---|---|---|
Test-set accuracy | 92.4% | 93.57% |