Upload dataset export

CITATION.cff

@@ -0,0 +1,13 @@
+cff-version: "1.2.0"
+title: "DonaDataset"
+message: "If you use this dataset, please cite it as below."
+type: "dataset"
+authors:
+  - given-names: "WildINTEL Spain"
+    family-names: "WildINTEL"
+    affiliation: "University of Huelva"
+version: "REPLACE_WITH_VERSION"
+date-released: "2026-07-15"
+license: "CC-BY-4.0"
+repository-code: "https://github.com/wildintelproject/donadataset"
+repository-artifact: "https://huggingface.co/datasets/wildintelproject/donadataset"

HuggingFaceHub.yaml

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+project:
+  dataset_slug: donadataset
+  dataset_name: DonaDataset
+  version: REPLACE_WITH_VERSION
+  description: Camera-trap image dataset for object detection, from Doñana National
+    Park, Spain.
+  task: object-detection
+  annotation_format: YOLO
+paths:
+  source_dataset_dir: /home/ijfviana/Documentos/donadataset/output
+  output_dir: /home/ijfviana/Documentos/donadataset/HFH
+splits:
+  train: train
+  validation: val
+  test: test
+dataset_structure:
+  images_folder_name: images
+  labels_folder_name: labels
+  expected_image_dirs:
+  - images/train
+  - images/val
+  - images/test
+  expected_label_dirs:
+  - labels/train
+  - labels/val
+  - labels/test
+image_files:
+  allowed_extensions:
+  - .jpg
+  - .jpeg
+  - .png
+  case_sensitive_extensions: false
+  recursive_scan: false
+label_files:
+  extension: .txt
+  allow_empty_label_files: true
+  require_label_for_each_image: true
+  allow_label_without_image: false
+validation:
+  validate_class_ids: true
+  validate_normalized_coordinates: true
+  coordinate_min_value: 0.0
+  coordinate_max_value: 1.0
+hashing:
+  chunk_size_mb: 8
+sharding:
+  archive_format: tar
+  compression: none
+  max_shard_size_gb: 2.0
+manifest:
+  manifest_filename: manifest.csv
+  file_hash_manifest_filename: manifest-files-sha256.csv
+  metadata_filename: metadata.csv
+output_files:
+  readme_filename: README.md
+  license_filename: LICENSE
+  citation_filename: CITATION.cff
+  yolo_yaml_filename: donana.yaml
+  dataset_info_filename: dataset_info.json
+  local_verification_report_filename: verification_report_local.json
+  downloaded_verification_report_filename: verification_report_downloaded.json
+checksums:
+  checksum_filename: checksums-sha256.txt
+local_verification:
+  stop_on_verification_error: true
+license:
+  license_id: CC-BY-4.0
+  license_name: Creative Commons Attribution 4.0 International
+  license_url: https://creativecommons.org/licenses/by/4.0/
+citation:
+  cff_version: 1.2.0
+  message: If you use this dataset, please cite it as below.
+  type: dataset
+  authors:
+  - given_names: WildINTEL Spain
+    family_names: WildINTEL
+    affiliation: University of Huelva
+  repository_code: https://github.com/wildintelproject/donadataset
+  repository_artifact: https://huggingface.co/datasets/wildintelproject/donadataset
+  doi: null
+huggingface:
+  repo_id: wildintelproject/donadataset
+  repo_type: dataset
+  private: true
+  token_env_var: HF_TOKEN
+  create_repo_if_missing: true
+  commit_message: Upload dataset export
+  upload_ignore_patterns:
+  - '*.tmp'
+  - '*.bak'
+  - __pycache__/
+  - .DS_Store
+  upload_delete_patterns:
+  - '*.bak'
+  retry:
+    enabled: true
+    max_attempts: 5
+    initial_wait_minutes: 2
+    incremental_wait: true
+    retry_on_status_codes:
+    - 429
+    - 500
+    - 502
+    - 503
+    - 504
+  public_visibility_report_filename: hfh_publication_report.json
+  update_config_private_flag: true
+  public_check_timeout_seconds: 20
+  doi_sync_report_filename: hfh_doi_sync_report.json
+export:
+  overwrite_output_dir: false
+  fail_if_output_dir_exists: true
+  internal_config_filename: HuggingFaceHub.yaml
+  create_logs: true
+  log_filename: hfh_export.log

LICENSE

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+Creative Commons Attribution 4.0 International
+
+License identifier: CC-BY-4.0
+License URL: https://creativecommons.org/licenses/by/4.0/
+
+This file is a short license notice for the dataset. Please review the full license text at the URL above.
+
+If this dataset contains images collected by institutions, protected areas, camera traps, or third-party contributors, make sure that redistribution rights have been properly cleared.

README.md

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+---
+license: cc-by-4.0
+task_categories:
+- object-detection
+pretty_name: DonaDataset
+---
+
+# DonaDataset
+
+![License](https://img.shields.io/badge/license-CC--BY--4.0-blue.svg)
+[![WildINTEL](https://img.shields.io/badge/WildINTEL-project-blue)](https://wildintel.eu/)
+
+Version: `REPLACE_WITH_VERSION`
+
+Camera-trap image dataset for object detection, from Doñana National Park, Spain.
+
+## Dataset format
+
+This dataset is distributed in YOLO format for object detection.
+
+After downloading and extracting all tar shards into the same directory, the expected structure is:
+
+```text
+.
+├── donana.yaml
+├── images/
+│   ├── train/
+│   ├── val/
+│   └── test/
+└── labels/
+    ├── train/
+    ├── val/
+    └── test/
+```
+
+The YOLO configuration file uses relative paths:
+
+```yaml
+path: .
+train: images/train
+val: images/val
+test: images/test
+```
+
+## Splits
+
+- `train`: 3 images
+- `val`: 3 images
+- `test`: 3 images
+
+## Classes
+
+- `0`: Ave
+- `1`: Felis catus
+- `2`: Bos taurus
+- `3`: Canis familiaris
+- `4`: Herpestes ichneumon
+- `5`: Meles meles
+- `6`: Oryctolagus cuniculus
+- `7`: Dama dama
+- `8`: Genetta genetta
+- `9`: Equus sp
+- `10`: Lepus granatensis
+- `11`: Lynx pardinus
+- `12`: Cervus elaphus
+- `13`: Vulpes vulpes
+- `14`: Sus scrofa
+- `15`: Empty
+
+## Data files
+
+The image and label files are stored inside tar shards under:
+
+```text
+data/train/
+data/val/
+data/test/
+```
+
+Each tar file preserves YOLO-compatible internal paths, for example:
+
+```text
+images/train/example.jpg
+labels/train/example.txt
+```
+
+## Integrity verification
+
+The export includes:
+
+```text
+checksums-sha256.txt
+manifest.csv
+manifest-files-sha256.csv
+verification_report_local.json
+```
+
+Use these files to verify downloaded shards and internal image/label hashes.
+
+## Example extraction
+
+From the directory containing the downloaded files:
+
+```bash
+mkdir -p extracted
+cp donana.yaml extracted/
+
+for f in data/train/*.tar data/val/*.tar data/test/*.tar; do
+  tar -xf "$f" -C extracted/
+done
+```
+
+Then train with a YOLO-compatible framework using:
+
+```text
+extracted/donana.yaml
+```
+
+## Hugging Face repository
+
+```text
+wildintelproject/donadataset
+```
+
+## Contributing
+
+Issues and pull requests are welcome in the source code repository: https://github.com/wildintelproject/donadataset
+
+## Funding
+
+This work is part of the [WildINTEL project](https://wildintel.eu/), funded by the
+[Biodiversa+](https://www.biodiversa.eu/) Joint Research Call 2022-2023
+"Improved transnational monitoring of biodiversity and ecosystem change for science and society (BiodivMon)".
+
+## License
+
+This dataset is released under: `CC-BY-4.0`.
+
+## Citation
+
+Please check `CITATION.cff` for citation information.
+
+## Limitations and ethical considerations
+
+Before using this dataset, users should review possible limitations related to camera-trap data, class imbalance, annotation quality, environmental bias, privacy, and sensitive ecological information.

checksums-sha256.txt

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+fa7ffdb51bf43409e7bf351c9b70836cc57ab8591cedaccaefec9f0f10894542  HuggingFaceHub.yaml
+6938db6cc9f054139a0e2f8951da02c05ca6999217e39c0f96812fc46a3eec09  LICENSE
+6d1784aa1b552e98cfe509c4dc85aafb6733d07c935c477dd33cc43203698dde  README.md
+2171485bfaad24061a29c1891c4018cfbdb2c7cde834c458a6254ebd6e4cae91  data/test/test-00000.tar
+ce87905985942bd8cfb4038af4c22063df7fe98096bffb777396bbf67f92b129  data/train/train-00000.tar
+d605aaad1e1461837a984c1c5cf2c0fcb4e51fa6e52c0a8d8a50865c6183d25f  data/val/val-00000.tar
+2db74bb41acc46d9b28971612b35e2d0559504795227f47ed53798f400e483bc  dataset_info.json
+ba5d45f58fd8d9e87c8608badbb9a783a22f350ca88262ec2542bb0c343ae44d  donana.yaml
+835fcb972b47e017a814d64e57953806325f70c15f6158b2f2cb96b0151ce7e0  manifest-files-sha256.csv
+1cf4b34cd5d50a1c01fdcc60b896f8b51c272920062148b3c2cf00646aa397c5  manifest.csv
+4b47956d21200ade33a50810551e8c3191af2a327659f9436595925edcc3c352  metadata.csv
+6094df3fae42268305f05b96dc65b0557994b2e5d616275bdbc12433f8843d2e  validation_report.json

data/test/test-00000.tar

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+oid sha256:2171485bfaad24061a29c1891c4018cfbdb2c7cde834c458a6254ebd6e4cae91
+size 20480

data/train/train-00000.tar

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+size 20480

data/val/val-00000.tar

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+size 20480

dataset_info.json

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+{
+  "dataset_name": "DonaDataset",
+  "dataset_slug": "donadataset",
+  "version": "REPLACE_WITH_VERSION",
+  "task": "object-detection",
+  "annotation_format": "YOLO",
+  "generated_at_utc": "2026-07-15T10:14:31+00:00",
+  "num_images": 9,
+  "num_labels": 9,
+  "num_shards": 3,
+  "classes": {
+    "0": "Ave",
+    "1": "Felis catus",
+    "2": "Bos taurus",
+    "3": "Canis familiaris",
+    "4": "Herpestes ichneumon",
+    "5": "Meles meles",
+    "6": "Oryctolagus cuniculus",
+    "7": "Dama dama",
+    "8": "Genetta genetta",
+    "9": "Equus sp",
+    "10": "Lepus granatensis",
+    "11": "Lynx pardinus",
+    "12": "Cervus elaphus",
+    "13": "Vulpes vulpes",
+    "14": "Sus scrofa",
+    "15": "Empty"
+  },
+  "splits": {
+    "train": {
+      "num_images": 3,
+      "num_labels": 3,
+      "num_shards": 1,
+      "size_bytes_original_files": 2021,
+      "shards": [
+        "data/train/train-00000.tar"
+      ]
+    },
+    "val": {
+      "num_images": 3,
+      "num_labels": 3,
+      "num_shards": 1,
+      "size_bytes_original_files": 2000,
+      "shards": [
+        "data/val/val-00000.tar"
+      ]
+    },
+    "test": {
+      "num_images": 3,
+      "num_labels": 3,
+      "num_shards": 1,
+      "size_bytes_original_files": 2000,
+      "shards": [
+        "data/test/test-00000.tar"
+      ]
+    }
+  }
+}

donana.yaml

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+path: .
+train: images/train
+val: images/val
+test: images/test
+nc: 16
+names:
+  0: Ave
+  1: Felis catus
+  2: Bos taurus
+  3: Canis familiaris
+  4: Herpestes ichneumon
+  5: Meles meles
+  6: Oryctolagus cuniculus
+  7: Dama dama
+  8: Genetta genetta
+  9: Equus sp
+  10: Lepus granatensis
+  11: Lynx pardinus
+  12: Cervus elaphus
+  13: Vulpes vulpes
+  14: Sus scrofa
+  15: Empty

hfh_export.log

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+2026-07-15 12:14:31,562 | INFO | Creating tar shards...
+2026-07-15 12:14:31,562 | INFO | Creating shard: data/train/train-00000.tar
+2026-07-15 12:14:31,572 | INFO | Creating shard: data/val/val-00000.tar
+2026-07-15 12:14:31,578 | INFO | Creating shard: data/test/test-00000.tar
+2026-07-15 12:14:31,583 | INFO | Created shards: 3
+2026-07-15 12:14:31,583 | INFO | Writing manifests and metadata...
+2026-07-15 12:14:31,584 | INFO | classes.names not set in config; using 'names' from /home/ijfviana/Documentos/donadataset/output/donana_filtered.yaml
+2026-07-15 12:14:31,585 | INFO | classes.names not set in config; using 'names' from /home/ijfviana/Documentos/donadataset/output/donana_filtered.yaml
+2026-07-15 12:14:31,586 | INFO | Writing dataset documentation files...
+2026-07-15 12:14:31,587 | INFO | classes.names not set in config; using 'names' from /home/ijfviana/Documentos/donadataset/output/donana_filtered.yaml
+2026-07-15 12:14:31,588 | INFO | classes.names not set in config; using 'names' from /home/ijfviana/Documentos/donadataset/output/donana_filtered.yaml
+2026-07-15 12:14:31,594 | INFO | classes.names not set in config; using 'names' from /home/ijfviana/Documentos/donadataset/output/donana_filtered.yaml
+2026-07-15 12:14:31,600 | INFO | classes.names not set in config; using 'names' from /home/ijfviana/Documentos/donadataset/output/donana_filtered.yaml
+2026-07-15 12:14:31,616 | INFO | Writing global SHA256 checksums...
+2026-07-15 12:14:31,618 | INFO | Running local export verification...
+2026-07-15 12:14:31,622 | INFO | HFH export completed successfully: /home/ijfviana/Documentos/donadataset/HFH

manifest-files-sha256.csv

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+split,file_type,relative_path,sha256,size_bytes,shard
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manifest.csv

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+image_id,split,image_path,label_path,shard,image_size_bytes,label_size_bytes,image_sha256,label_sha256,num_objects,class_ids_present,classes_present
+img_001,train,images/train/img_001.jpg,labels/train/img_001.txt,data/train/train-00000.tar,644,22,54cbda5f16e1710118fb09d45791c114e4bfa575e1ae7505e2da5864aa3f03a6,4e0aa40a23149bb481a3d5b8138814026f1fdc80060d459ae545e21a1d7ac094,1,0,Ave
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metadata.csv

@@ -0,0 +1,10 @@
+image_id,split,image_path,label_path,shard,num_objects,class_ids_present,classes_present
+img_001,train,images/train/img_001.jpg,labels/train/img_001.txt,data/train/train-00000.tar,1,0,Ave
+img_003,train,images/train/img_003.jpg,labels/train/img_003.txt,data/train/train-00000.tar,1,5,Meles meles
+img_006,train,images/train/img_006.jpg,labels/train/img_006.txt,data/train/train-00000.tar,2,14,Sus scrofa
+img_101,val,images/val/img_101.jpg,labels/val/img_101.txt,data/val/val-00000.tar,1,11,Lynx pardinus
+img_102,val,images/val/img_102.jpg,labels/val/img_102.txt,data/val/val-00000.tar,1,6,Oryctolagus cuniculus
+img_103,val,images/val/img_103.jpg,labels/val/img_103.txt,data/val/val-00000.tar,1,15,Empty
+img_201,test,images/test/img_201.jpg,labels/test/img_201.txt,data/test/test-00000.tar,1,12,Cervus elaphus
+img_202,test,images/test/img_202.jpg,labels/test/img_202.txt,data/test/test-00000.tar,1,1,Felis catus
+img_203,test,images/test/img_203.jpg,labels/test/img_203.txt,data/test/test-00000.tar,1,9,Equus sp

validation_report.json

@@ -0,0 +1,7 @@
+{
+  "generated_at_utc": "2026-07-15T10:14:31+00:00",
+  "num_issues": 0,
+  "num_errors": 0,
+  "num_warnings": 0,
+  "issues": []
+}

verification_report_local.json

@@ -0,0 +1,8 @@
+{
+  "generated_at_utc": "2026-07-15T10:14:31+00:00",
+  "status": "passed",
+  "global_files_verified": 13,
+  "internal_tar_members_verified": 18,
+  "num_errors": 0,
+  "errors": []
+}