dataproc

List of Techniques

SVD

• ☑ Clip Extraction: Implemented
• ☒ Captioning: Proposed implementation is too poor, skipped
• ☑ Optical Flow: Implemented
• ☐ Caption Similarities: WIP
• ☑ Aesthetic Scoring: Implemented along with Technical Scoring
• ☒ Text Detection: Skipped due to prefference

Sources

• Sayak's SVD Data Filtering Implementation
• SVD Paper

Stages

0. Downloading the Data

Lopho's HDVILA 30M

1. Clip Separation

Run the dataset through Clip Separation, to process the individual clips as samples.