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# PoseBowl Segmented Dataset
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## Overview
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Dataset-v2 is a collection of segmented images intended for use in segmentation task. This dataset is part of the NASA Segmentation F24 project.
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> **Note**: This dataset contains images from the `posebowl` dataset and the `spacecrafts` dataset.
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## Contents
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- **images**: Images of spacecrafts in space.
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- **masks**: Corresponding binary masks for each image as `.png` image. This subdirectory is saved separately from this directory.
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- **labels**: Corresponding polygon coordinates of the masks in YOLO format saved as `.txt` files
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- In each `.txt` file, the polygon coordinates are in the format: `c x1 y1 x2 x3 ... xn yn`.
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- Here `c` corresponds to the class index followed by polygon coordinates of the mask.
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## Directory Structure
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```
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/data/dataset-v2/
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├── images/
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| ├── train
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| ├── test
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| └── val
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├── labels/
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| ├── train
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| ├── test
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| └── val
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├── data.yaml
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└── README.md
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```
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## Usage
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1. Download and unzip the dataset to the `/data/` directory in your project:
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2. Edit the `path` feild in the `/data/dataset-v2/data.yaml` file and set it to the dataset's absolute path on your machine.
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## Links
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1. [Posebowl Dataset](https://www.kaggle.com/datasets/aparajuli/posebowl)
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2. [Spacecrafts Dataset](https://drive.google.com/drive/u/0/folders/1Q1wR9aBFCyeFEYa3wwyXNu9wk_fZdzUm)
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# Train, val, test sets and data directory
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path: "<absolute path to the dataset>" # dataset root dir
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train: images/train # train dir
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val: images/val # val dir
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test: images/test # test dir
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# Classes
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names:
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0: spacecraft
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