graphic design
VideoObject Detection
- *Scope:* Labeling product images for an e-commerce client to improve search and recommendation algorithms
- *Specific Tasks:*
- Image classification (e.g., clothing, electronics, home goods)
- Object detection (e.g., identifying product features like logos or buttons)
- Sentiment analysis (e.g., determining product satisfaction from customer images)
- *Project Size:* 10,000 images, 3 annotators, 2-week timeline
- *Quality Measures:*
- Inter-annotator agreement (IAA) > 90%
- Regular audits and feedback loops to ensure accuracy
- Clear guidelines and training for annotators
- *Scope:* Labeling product images for an e-commerce client to improve search and recommendation algorithms - *Specific Tasks:* - Image classification (e.g., clothing, electronics, home goods) - Object detection (e.g., identifying product features like logos or buttons) - Sentiment analysis (e.g., determining product satisfaction from customer images) - *Project Size:* 10,000 images, 3 annotators, 2-week timeline - *Quality Measures:* - Inter-annotator agreement (IAA) > 90% - Regular audits and feedback loops to ensure accuracy - Clear guidelines and training for annotators
2024 - Present