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Datasets:
I77
/
ferma-camera-yolo

Tasks:
Object Detection
Modalities:
Image
Text
Languages:
Russian
Tags:
yolo
image
agriculture
wildlife
License:
Dataset card Data Studio Files
xet
Community
Dataset Preview
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The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    IndexError
Message:      list index out of range
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
                  original_shard_lengths[original_shard_id] += len(table)
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^
              IndexError: list index out of range
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1919, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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End of preview.

Ferma Camera YOLO

Dataset Summary

Цель датасета — обучить YOLO распознавать людей, собак, коров и хищников на камерах в ферме.

Data Sources

Данные собраны из нескольких источников:

  • часть изображений взята из OIDv6
  • часть изображений взята из датасета 8 calves
  • часть изображений взята с YouTube и размечена вручную

Data Structure

  • images/ — изображения .jpg
  • labels/ — разметка YOLO .txt (same stem)

Annotation Format

Формат YOLO: class_id x_center y_center width height (нормализованные значения 0..1).

Classes

  • 0 — person
  • 1 — wolf
  • 2 — cow
  • 3 — dog

License

Apache-2.0

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Models trained or fine-tuned on I77/ferma-camera-yolo