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readme reorder
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PatBall1 committed Sep 23, 2023
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Expand Up @@ -27,6 +27,16 @@ Ball, J.G.C., Hickman, S.H.M., Jackson, T.D., Koay, X.J., Hirst, J., Jay, W., Ar
Accurate delineation of individual tree crowns in tropical forests from aerial RGB imagery using Mask R-CNN.
*Remote Sens Ecol Conserv*. [https://doi.org/10.1002/rse2.332](https://doi.org/10.1002/rse2.332)

### Independent validation

> *Detectree2 (F1 score: 0.57) outperformed DeepForest (F1 score: 0.52)*
>
> *Detectree2 could estimate tree crown areas accurately, highlighting its potential and robustness for tree detection and delineation*
Gan, Yi, Quan Wang, and Atsuhiro Iio. (2023).
Tree Crown Detection and Delineation in a Temperate Deciduous Forest from UAV RGB Imagery Using Deep Learning Approaches: Effects of Spatial Resolution and Species Characteristics.
*Remote Sensing*. 15(3):778. [https://doi.org/10.3390/rs15030778](https://doi.org/10.3390/rs15030778)

## Requirements

- Python 3.8+
Expand Down Expand Up @@ -78,17 +88,6 @@ Here is an example image of the predictions made by Detectree2.
<img width="700" align="center" alt="predictions" src= ./report/figures/prediction_paracou.png >
</p>

## Independent validation

> *Detectree2 (F1 score: 0.57) outperformed DeepForest (F1 score: 0.52)*
>
> *Detectree2 could estimate tree crown areas accurately, highlighting its potential and robustness for tree detection and delineation*
Gan, Yi, Quan Wang, and Atsuhiro Iio. (2023).
Tree Crown Detection and Delineation in a Temperate Deciduous Forest from UAV RGB Imagery Using Deep Learning Approaches: Effects of Spatial Resolution and Species Characteristics.
*Remote Sensing*. 15(3):778. [https://doi.org/10.3390/rs15030778](https://doi.org/10.3390/rs15030778)


## Applications

### Tracking tropical tree growth and mortality
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