Reconstructed Slides: Self-Training Agents: Hermes Agent, HF Traces, Skills, MCP & Finetuning — Merve Noyan, Hugging Face

Source Video

Self-Training Agents: Hermes Agent, HF Traces, Skills, MCP & Finetuning — Merve Noyan, Hugging Face

Method

This deck is reconstructed from the existing video frame captures by detecting likely slide regions with OpenCV, cropping/upscaling those regions, deduplicating similar crops, and OCRing the cropped slide images locally. It is a cleaner companion to the full-stage frame deck.

Reconstructed Slides

• Source frame: slide-001.jpg
• Crop: full [0, 0, 960, 540] score 157.79

• Source frame: slide-002.jpg
• Crop: full [0, 0, 960, 540] score 175.85

• Source frame: slide-003.jpg
• Crop: full [0, 0, 960, 540] score 169.88

• Source frame: slide-004.jpg
• Crop: full [0, 0, 960, 540] score 175.36

• Source frame: slide-005.jpg
• Crop: full [0, 0, 960, 540] score 173.99

• Source frame: slide-006.jpg
• Crop: full [0, 0, 960, 540] score 168.22

• Source frame: slide-007.jpg
• Crop: full [0, 0, 960, 540] score 176.58

• Source frame: slide-008.jpg
• Crop: full [0, 0, 960, 540] score 171.18

• Source frame: slide-009.jpg
• Crop: full [0, 0, 960, 540] score 171.7

• Source frame: slide-010.jpg
• Crop: full [0, 0, 960, 540] score 171.71

• Source frame: slide-011.jpg
• Crop: full [0, 0, 960, 540] score 177.36

• Source frame: slide-012.jpg
• Crop: full [0, 0, 960, 540] score 177.44

• Source frame: slide-013.jpg
• Crop: full [0, 0, 960, 540] score 169.06

• Source frame: slide-014.jpg
• Crop: full [0, 0, 960, 540] score 176.32

• Source frame: slide-015.jpg
• Crop: full [0, 0, 960, 540] score 171.73

• Source frame: slide-016.jpg
• Crop: full [0, 0, 960, 540] score 169.51

• Source frame: slide-017.jpg
• Crop: full [0, 0, 960, 540] score 175.79

• Source frame: slide-018.jpg
• Crop: full [0, 0, 960, 540] score 172.38

• Source frame: slide-019.jpg
• Crop: contour [0, 0, 960, 540] score 177.2

• Source frame: slide-020.jpg
• Crop: full [0, 0, 960, 540] score 177.15

• Source frame: slide-021.jpg
• Crop: full [0, 0, 960, 540] score 177.56

• Source frame: slide-022.jpg
• Crop: full [0, 0, 960, 540] score 177.55

• Source frame: slide-023.jpg
• Crop: full [0, 0, 960, 540] score 177.57

• Source frame: slide-024.jpg
• Crop: full [0, 0, 960, 540] score 176.5

Dense Scene-Detected Slide Candidates

• youtube OV56RddyFuU dense slides