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dereklin1205/dlcv_final_data_finetune

DLCV Final Dataset This dataset is used for the Deep Learning for Computer Vision (DLCV) final project.It contains ground-truth layers organized per sample and is designed for training and evaluating computer vision models. ๐Ÿ“‚ Dataset Structure The dataset is organized as follows: dlcv_final/ โ”œโ”€โ”€ gt_layers/ โ”‚ โ”œโ”€โ”€ sample_0000/ โ”‚ โ”‚ โ”œโ”€โ”€ layer_0.png โ”‚ โ”‚ โ”œโ”€โ”€ layer_1.png โ”‚ โ”‚ โ””โ”€โ”€ ... โ”‚ โ”œโ”€โ”€ sample_0001/ โ”‚ โ”œโ”€โ”€ sample_0002/ โ”‚ โ””โ”€โ”€ ... โ””โ”€โ”€ README.md Each sample_xxxxโ€ฆ See the full description on the dataset page: https://huggingface.co/datasets/dereklin1205/dlcv_final_data_finetune.

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Dataset Card

DLCV Final Dataset

This dataset is used for the Deep Learning for Computer Vision (DLCV) final project. It contains ground-truth layers organized per sample and is designed for training and evaluating computer vision models.


๐Ÿ“‚ Dataset Structure

The dataset is organized as follows:

dlcv_final/

โ”œโ”€โ”€ gt_layers/

โ”‚ โ”œโ”€โ”€ sample_0000/

โ”‚ โ”‚ โ”œโ”€โ”€ layer_0.png

โ”‚ โ”‚ โ”œโ”€โ”€ layer_1.png

โ”‚ โ”‚ โ””โ”€โ”€ ...

โ”‚ โ”œโ”€โ”€ sample_0001/

โ”‚ โ”œโ”€โ”€ sample_0002/

โ”‚ โ””โ”€โ”€ ...

โ””โ”€โ”€ README.md

  • โ€”Each sample_xxxx directory corresponds to one data sample
  • โ€”Files inside each sample directory represent ground-truth layers
  • โ€”Folder structure is preserved to simplify indexing and loading

๐Ÿš€ How to Use

You can access this dataset using the ๐Ÿค— datasets library:

python
from datasets import load_dataset

dataset = load_dataset("dereklin1205/dlcv_final_data_finetune")