“Identify and annotate specific object on any image.”
Artificial Intelligence Industry has observed exponential growth in last couple of Years. Thus, the demand for relevant and structured data has also increased many folds. This gives rise to a completely different use case where back-office resources are utilized to annotate images or videos for the desired visual elements.
Use Case
To generate 100k images having soccer ball with clear annotation of the same.
Four steps process,
- Extract Images from given set of videos at regular interval of time.
- Delete duplicate images.
- Annotate Soccer ball on image.
- Upload the final images to the desired folder.
Requires ~400 person days of manual effort with 5-10% duplicate images.
Solution
Automated the complete process leveraging Robotic Process Automation, Computer Vision and Machine Learning Technologies, providing detailed summary report.
Further possibilities
- Any annotation job.
- Source relevant images from videos.
- Searching Image database based on given image.
- Video to Image Convertor
- Detection & Deletion of duplicate images
- AI based Soccer Ball annotation
Please watch the solution video…
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Effort Savings |
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400 person days of manual effort automated. |
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Quality |
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Zero manual errors. |
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Time-to-Implement |
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2 weeks duration to implement. |
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Execution Time |
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Half a second to process each image. |
Let’s collaborate to make a difference!
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