Update README.md
Browse files
README.md
CHANGED
|
@@ -21,7 +21,6 @@ tags:
|
|
| 21 |
# Dataset Card for PureForest
|
| 22 |
|
| 23 |
## _PureForest_ in a nutshell
|
| 24 |
-
<hr style='margin-top:-1em; margin-bottom:0' />
|
| 25 |
|
| 26 |
- Data from 449 distinct closed forests in 40, mostly southern, French departments
|
| 27 |
- 135,569 patches (50m*50m), totalling 339km² of exploitable data.
|
|
@@ -33,14 +32,28 @@ tags:
|
|
| 33 |
- A reference train/val/test split with class stratification
|
| 34 |
- Data for each forest exclusively belongs to either the train, val, or test set.
|
| 35 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 36 |
## Dataset structure
|
| 37 |
-
|
| 38 |
|
| 39 |
|
| 40 |
## Citation
|
| 41 |
-
<br>
|
| 42 |
Please include a citation to the following article if you use the PureForest dataset:
|
| 43 |
-
|
| 44 |
```
|
| 45 |
@article{gaydon2024pureforest,
|
| 46 |
title={PureForest: A Single-label Lidar Benchmark Dataset for Tree Species Classification},
|
|
|
|
| 21 |
# Dataset Card for PureForest
|
| 22 |
|
| 23 |
## _PureForest_ in a nutshell
|
|
|
|
| 24 |
|
| 25 |
- Data from 449 distinct closed forests in 40, mostly southern, French departments
|
| 26 |
- 135,569 patches (50m*50m), totalling 339km² of exploitable data.
|
|
|
|
| 32 |
- A reference train/val/test split with class stratification
|
| 33 |
- Data for each forest exclusively belongs to either the train, val, or test set.
|
| 34 |
|
| 35 |
+
| Class | Train (%) | Val (%) | Test (%) |
|
| 36 |
+
|-------|------------:|----------:|-----------:|
|
| 37 |
+
**(0) Deciduous oak**|22.92%|32.35%|52.59%
|
| 38 |
+
**(1) Evergreen oak**|16.80%|2.75%|19.61%
|
| 39 |
+
**(2) Beech**|10.14%|12.03%|7.62%
|
| 40 |
+
**(3) Chestnut**|4.83%|1.09%|0.38%
|
| 41 |
+
**(4) Black locust**|2.41%|2.40%|0.60%
|
| 42 |
+
**(5) Maritime pine**|6.61%|7.10%|3.85%
|
| 43 |
+
**(6) Scotch pine**|16.39%|17.95%|8.51%
|
| 44 |
+
**(7) Black pine**|6.30%|6.98%|3.64%
|
| 45 |
+
**(8) Aleppo pine**|5.83%|1.72%|0.83%
|
| 46 |
+
**(9) Fir**|0.14%|5.32%|0.05%
|
| 47 |
+
**(10) Spruce**|3.73%|4.64%|1.64%
|
| 48 |
+
**(11) Larch**|3.67%|3.73%|0.48%
|
| 49 |
+
**(12) Douglas**|0.23%|1.95%|0.20%
|
| 50 |
+
|
| 51 |
## Dataset structure
|
| 52 |
+
|
| 53 |
|
| 54 |
|
| 55 |
## Citation
|
|
|
|
| 56 |
Please include a citation to the following article if you use the PureForest dataset:
|
|
|
|
| 57 |
```
|
| 58 |
@article{gaydon2024pureforest,
|
| 59 |
title={PureForest: A Single-label Lidar Benchmark Dataset for Tree Species Classification},
|