Dense 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 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

• Source scene image: frame-00003.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 169.88
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00004.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 176.55
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00006.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 175.39
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00007.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 174.01
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00009.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 176.59
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00013.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 169.06
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00014.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 170.49
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00015.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 171.22
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00017.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 176.04
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00018.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 171.72
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00019.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 171.73
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00023.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 169.06
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00024.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 176.34
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00026.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 171.75
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00027.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 169.52
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00030.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 172.4
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00031.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 177.19
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00032.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 177.15
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00044.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 170.78
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00045.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 170.67
• Slide-only rule: visual-bright-slide