Universe

CV_2 Computer Vision Dataset

byComputer Vision PrJTask:
Classification
License:CC BY 4.06 views1 download
See all 2.1k imagesCV_2 ChessPieces-DXzs sample showing * Auto-orientation of pixel data (with EXIF-orientation stripping)CV_2 ChessPieces-DXzs sample showing * 50% probability of horizontal flipCV_2 ChessPieces-DXzs sample showing * Auto-orientation of pixel data (with EXIF-orientation stripping), * Random rotation of between -1 and +1 degrees, * Random shear of between -2° to +2° horizontally and -2° to +2° vertically, * Randomly crop between 0 and 5 percent of the image, * Resize to 416x416 (Stretch), It includes 2107 images., Pieces are annotated in MT-YOLOv6 format., The following augmentation was applied to create 10 versions of each source image:, The following pre-processing was applied to each image:, This dataset was exported via roboflow.ai on July 12, 2022 at 2:44 PM GMTCV_2 ChessPieces-DXzs sample showing * 50% probability of horizontal flipCV_2 ChessPieces-DXzs sample showing * Auto-orientation of pixel data (with EXIF-orientation stripping), * Randomly crop between 0 and 5 percent of the image, * Resize to 416x416 (Stretch), Pieces are annotated in MT-YOLOv6 format., The following augmentation was applied to create 10 versions of each source image:, The following pre-processing was applied to each image:, This dataset was exported via roboflow.ai on July 12, 2022 at 2:44 PM GMTCV_2 ChessPieces-DXzs sample showing * 50% probability of horizontal flip, * Auto-orientation of pixel data (with EXIF-orientation stripping), * Random rotation of between -1 and +1 degrees, * Random shear of between -2° to +2° horizontally and -2° to +2° vertically, * Randomly crop between 0 and 5 percent of the image, * Resize to 416x416 (Stretch), ==============================, It includes 2107 images., Pieces are annotated in MT-YOLOv6 format., The following augmentation was applied to create 10 versions of each source image:, The following pre-processing was applied to each image:, This dataset was exported via roboflow.ai on July 12, 2022 at 2:44 PM GMTCV_2 ChessPieces-DXzs sample showing * Randomly crop between 0 and 5 percent of the imageCV_2 ChessPieces-DXzs sample showing * Auto-orientation of pixel data (with EXIF-orientation stripping), * Random rotation of between -1 and +1 degrees, * Random shear of between -2° to +2° horizontally and -2° to +2° vertically, * Randomly crop between 0 and 5 percent of the image, It includes 2107 images., Pieces are annotated in MT-YOLOv6 format., The following augmentation was applied to create 10 versions of each source image:, The following pre-processing was applied to each image:, This dataset was exported via roboflow.ai on July 12, 2022 at 2:44 PM GMTCV_2 ChessPieces-DXzs sample showing * Randomly crop between 0 and 5 percent of the image, The following augmentation was applied to create 10 versions of each source image:, This dataset was exported via roboflow.ai on July 12, 2022 at 2:44 PM GMTCV_2 ChessPieces-DXzs sample showing * 50% probability of horizontal flip, * Auto-orientation of pixel data (with EXIF-orientation stripping), * Random rotation of between -1 and +1 degrees, * Random shear of between -2° to +2° horizontally and -2° to +2° vertically, * Randomly crop between 0 and 5 percent of the image, * Resize to 416x416 (Stretch), ==============================, It includes 2107 images., Pieces are annotated in MT-YOLOv6 format., The following augmentation was applied to create 10 versions of each source image:, The following pre-processing was applied to each image:, This dataset was exported via roboflow.ai on July 12, 2022 at 2:44 PM GMTCV_2 ChessPieces-DXzs sample showing * 50% probability of horizontal flip, * Auto-orientation of pixel data (with EXIF-orientation stripping), * Random rotation of between -1 and +1 degrees, * Random shear of between -2° to +2° horizontally and -2° to +2° vertically, * Randomly crop between 0 and 5 percent of the image, * Resize to 416x416 (Stretch), ==============================, It includes 2107 images., Pieces are annotated in MT-YOLOv6 format., The following augmentation was applied to create 10 versions of each source image:, This dataset was exported via roboflow.ai on July 12, 2022 at 2:44 PM GMTCV_2 ChessPieces-DXzs sample showing * 50% probability of horizontal flip

About CV_2 Dataset

A description for this project has not been published yet.

Use Free * 50% probability of horizontal flip, * Auto-orientation of pixel data (with EXIF-orientation stripping) and * Random rotation of between -1 and +1 degrees Detection API

Powered by general detection model

Code
pip install inference-sdk
# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "* 50% probability of horizontal flip, * Auto-orientation of pixel data (with EXIF-orientation stripping), * Random rotation of between -1 and +1 degrees, * Random shear of between -2° to +2° horizontally and -2° to +2° vertically, * Randomly crop between 0 and 5 percent of the image"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 

Cite This Project

LicenseCC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ cv_2-5u3vo_dataset,
  title = { CV_2 Dataset },
  type = { Open Source Dataset },
  author = { Computer Vision PrJ },
  howpublished = { \url{ https://universe.roboflow.com/computer-vision-prj/cv_2-5u3vo } },
  url = { https://universe.roboflow.com/computer-vision-prj/cv_2-5u3vo },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2024 },
  month = { jul },
  note = { visited on 2026-07-29 },
}

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