diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..9270d2dac7e899864cb34602e235d4e96dfcfa62 --- /dev/null +++ b/README.md @@ -0,0 +1,42 @@ +--- +license: apache-2.0 +language: +- en +size_categories: +- n<1K +--- +Demo dataset for our CVPR 2025 paper "ZoomLDM: Latent Diffusion Model for multi-scale image generation". We extract patches from the Chesapeake land cover dataset. + +## Usage + +```python +from datasets import load_dataset +ds = load_dataset("StonyBrook-CVLab/ZoomLDM-demo-dataset-NAIP", name="3x", trust_remote_code=True, split='train') +print(np.array(ds[0]['ssl_feat']).shape) +>>> (1024, 4, 4) +``` + + +## Citations + + +```bibtex +@inproceedings{yellapragada2025zoomldm, + title={ZoomLDM: Latent Diffusion Model for multi-scale image generation}, + author={Yellapragada, Srikar and Graikos, Alexandros and Triaridis, Kostas and Prasanna, Prateek and Gupta, Rajarsi and Saltz, Joel and Samaras, Dimitris}, + booktitle={Proceedings of the Computer Vision and Pattern Recognition Conference}, + pages={23453--23463}, + year={2025} +} +``` + +``` +@inproceedings{robinson2019large, + title={Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data}, + author={Robinson, Caleb and Hou, Le and Malkin, Kolya and Soobitsky, Rachel and Czawlytko, Jacob and Dilkina, Bistra and Jojic, Nebojsa}, + booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition}, + pages={12726--12735}, + year={2019} +} + +``` diff --git a/ZoomLDM-demo-dataset-NAIP.py b/ZoomLDM-demo-dataset-NAIP.py new file mode 100644 index 0000000000000000000000000000000000000000..7a4b23c52263385d542146948aa662c663db457c --- /dev/null +++ b/ZoomLDM-demo-dataset-NAIP.py @@ -0,0 +1,118 @@ +import datasets +import numpy as np +from pathlib import Path +import torch +import torch.nn.functional as F + +_DATASET_VERSION = datasets.Version("1.0.0") + +_N_EMBED = { + "1x": 1, + "2x": 4, + "3x": 16, + "4x": 64, +} + +_MAG_DICT = { + "1x": 0, + "2x": 1, + "3x": 2, + "4x": 3, +} + +_FIXED_SSL_FEATURE_DIM_1 = 1024 + +def get_ssl_feat_shape(mag_level): + first_dim = _N_EMBED[mag_level] + h = int(np.sqrt(first_dim)) + return (_FIXED_SSL_FEATURE_DIM_1, h, h) + +def preprocess_features(feat_array): + + if len(feat_array.shape) == 1: + feat_array = feat_array[:, None] + + mean = feat_array.mean(axis=0, keepdims=True) + std = feat_array.std(axis=0, keepdims=True) + feat_array = (feat_array - mean) / (std + 1e-8) + + return feat_array + +class MagnificationConfig(datasets.BuilderConfig): + def __init__(self, mag_level=None, ssl_feat_shape=None, data_dir=None, **kwargs): + super(MagnificationConfig, self).__init__(**kwargs) + self.mag_level = mag_level + self.ssl_feat_shape = ssl_feat_shape + self.data_dir = data_dir + +class NAIPDataset(datasets.GeneratorBasedBuilder): + VERSION = _DATASET_VERSION + BUILDER_CONFIGS = [] + for mag_level_str in _MAG_DICT.keys(): + + builder_config_instance = MagnificationConfig( + name=mag_level_str, + version=_DATASET_VERSION, + description=f"Dataset at {mag_level_str} mag", + data_dir=mag_level_str, + mag_level=mag_level_str, + ssl_feat_shape=get_ssl_feat_shape(mag_level_str), + ) + BUILDER_CONFIGS.append(builder_config_instance) + + DEFAULT_CONFIG_NAME = "1x" + + def _info(self): + return datasets.DatasetInfo( + description=f"Dataset with images and SSL features. Configuration: {self.config.name}", + features=datasets.Features( + { + "image": datasets.Image(), + "ssl_feat": datasets.Array3D(shape=self.config.ssl_feat_shape, dtype="float32"), + "mag": datasets.Value("int32"), + } + ), + homepage="https://github.com/cvlab-stonybrook/ZoomLDM", + ) + + def _split_generators(self, dl_manager): + + + original_script_dir = Path(self.base_path) + mag_folder_name = self.config.data_dir + + mag_data_abs_path = original_script_dir / "data" / mag_folder_name + + return [ + datasets.SplitGenerator( + name=datasets.Split.TRAIN, + gen_kwargs={ + "mag_folder_abs_path": mag_data_abs_path, + "mag_level": self.config.mag_level, + }, + ), + ] + + def _generate_examples(self, mag_folder_abs_path: Path, mag_level: str): + idx = 0 + for i in range(16): + img_filename = f"{i}.jpg" + feat_filename = f"{i}_ssl_feat.npy" + + img_path = mag_folder_abs_path / img_filename + feat_path = mag_folder_abs_path / feat_filename + + + ssl_feat_data = np.load(feat_path) + processed_feature = preprocess_features(ssl_feat_data) + + h = np.sqrt(processed_feature.shape[1]).astype(int) + feat_array = torch.tensor(processed_feature.reshape((-1, h, h))) + + + yield idx, { + "image": str(img_path), + "ssl_feat": feat_array, + "mag": _MAG_DICT[mag_level], + } + idx += 1 \ No newline at end of file diff --git a/data/1x/0.jpg b/data/1x/0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9139a988873a3cfe144a72e68215aa42720f7499 --- /dev/null +++ b/data/1x/0.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e336f02a5f890374f3c4e3aba6e0f0abc6ce39cd6a066f0b1f9fada06fd07a05 +size 15600 diff --git a/data/1x/0_ssl_feat.npy b/data/1x/0_ssl_feat.npy new file mode 100644 index 0000000000000000000000000000000000000000..f7496631f689133824c783f62f562b654153c5a4 --- /dev/null +++ b/data/1x/0_ssl_feat.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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