yjybuaa/PlantCamo

PlantCamo Dataset is the first dataset dedicated for plant camouflage detection. It contains over 1,000 images with plant camouflage characteristics.

Demo

685_1688608879.mp4

Download the Dataset and Results

PlantCamo-full(Code: nm46)

PlantCamo-Train-and-Test(Code: hq87)

Results(Code: 6o76)

Usage

The training and testing experiments are conducted using PyTorch with a single RTX 3090 GPU of 24 GB Memory.

Download pvt_v2_b2.pth at here (Code: gy87), and put it into .\pretrained_pvt

Train

Download PlantCamo-Train-and-Test at here(Code: hq87), and put it into .\datasets

Test

Download trained model Net_epoch_best.pth at here(Code: b98f), and put it into .\ckpt

Evaluation

You can find it in https://github.com/lartpang/PySODMetrics or you can run the metric_caller.py

Citation

We appreciate your support of our work!