Datasets:
update readme
Browse files
README.md
CHANGED
|
@@ -1,11 +1,55 @@
|
|
| 1 |
-
|
| 2 |
-
license: Apache License 2.0
|
| 3 |
-
---
|
| 4 |
-
数据集文件元信息以及数据文件，请浏览“数据集文件”页面获取。
|
| 5 |
|
| 6 |
-
|
| 7 |
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
|
|
|
|
|
|
|
|
|
| 11 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# StreakNet-Dataset
|
|
|
|
|
|
|
|
|
|
| 2 |
|
| 3 |
+
**StreakNet-Dataset** is an underwater laser imaging dataset for **UCLR** systems. It comprises a collection of streak-tube images captured by a **UCLR** system at distances of 10m, 13m, 15m, and 20m. See the table below to learn more details of the dataset.
|
| 4 |
|
| 5 |
+
|Distance|Number of streak-tube images|Resolution of streak-tube images|Data type|Training set|Validation set|Test set|
|
| 6 |
+
|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
|
| 7 |
+
|10m|400|2048x2048|uint16|315,200|40,800|819,200|
|
| 8 |
+
|13m|349|2048x2048|uint16|281,992|47,530|714,752|
|
| 9 |
+
|15m|300|2048x2048|uint16|245,400|39,200|614,400|
|
| 10 |
+
|20m|267|2048x2048|uint16|229,086|31,240|546,816|
|
| 11 |
|
| 12 |
+
### Download
|
| 13 |
+
|
| 14 |
+
You can download **StreakData** for free at [ModelScope](https://modelscope.cn/datasets/CoderAN/StreakNet-Dataset/) by Git.
|
| 15 |
+
|
| 16 |
+
Firstly, install `git-lfs`.
|
| 17 |
+
|
| 18 |
+
```sh
|
| 19 |
+
curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash
|
| 20 |
+
sudo apt update
|
| 21 |
+
sudo apt install git-lfs
|
| 22 |
+
sudo git lfs install --system
|
| 23 |
+
```
|
| 24 |
+
|
| 25 |
+
Download **StreakNet-Dataset** in work directory of StreakNet.
|
| 26 |
+
|
| 27 |
+
```sh
|
| 28 |
+
cd StreakNet
|
| 29 |
+
|
| 30 |
+
```
|
| 31 |
+
|
| 32 |
+
### Organizational Structure
|
| 33 |
+
|
| 34 |
+
After downloading **StreakNet-Dataset** from [ModelScope](https://modelscope.cn/datasets/CoderAN/StreakNet-Dataset/), you will see the following directory structure.
|
| 35 |
+
|
| 36 |
+
```sh
|
| 37 |
+
datasets
|
| 38 |
+
|- clean_water_10m # The directory of data taken at a distance of 10m
|
| 39 |
+
| |- data # Original streak images
|
| 40 |
+
| | |- 001.tif
|
| 41 |
+
| | |- 002.tif
|
| 42 |
+
| | |- 003.tif
|
| 43 |
+
| | |- ...
|
| 44 |
+
| |
|
| 45 |
+
| |- groundtruth.npy # The ground-truth of the final imaged image
|
| 46 |
+
| |- preview.jpg # A preview of the ground-truth
|
| 47 |
+
|
|
| 48 |
+
|- clean_water_13m # The directory of data taken at a distance of 13m (has the same structure as 10m)
|
| 49 |
+
|- clean_water_15m # The directory of data taken at a distance of 15m (has the same structure as 10m)
|
| 50 |
+
|- clean_water_20m # The directory of data taken at a distance of 20m (has the same structure as 10m)
|
| 51 |
+
|- template.npy # The 1-D time sequence of the template signal
|
| 52 |
+
|- test_config.yaml # The config file of test-set
|
| 53 |
+
|- train_config.yaml # The config file of training-set
|
| 54 |
+
|- valid_config.yaml # The config file of validation-set
|
| 55 |
+
```
|