Markdown source

Dense Slides: Analyzing 10,000 Sales Calls With AI In 2 Weeks — Charlie Guo

Source Video

Analyzing 10,000 Sales Calls With AI In 2 Weeks — Charlie Guo

Method

This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.

Cropped Visible Slides

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.98
• Text source: advanced OCR rapidocr-live/left-72/opencv-adaptive.
• OCR decision: ready — Dense table text with multiple rows and columns; OCR is better suited than direct transcription.

Slide text:

Manual Analysis Keyword Analysl

Quality High" Low.

Scalability Low: High

Context Rich: Missing

Feasibility Impossible Limited

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.96
• Text source: agent_vision.

Slide text:

Your Data Goldmine

Classification audit: raw/sources/slide-ai-classification/dense/dvft0Gp9sEE/audit.json