danielrosehill/Whiteboards · Datasets at Hugging Face

file_name stringlengths 7 7	id stringlengths 2 2	category stringclasses 6 values	transcription stringlengths 138 842	description stringlengths 806 1.37k
01.webp	01	prose	WHITEBOARD OCR → FEW SAMPLE TEST I have rediscovered whiteboarding! BUT! It's mounted at a really awkward height AND I have barely written by hand in years So my writing is hard to decipher	# Diagram Description A wall-mounted black-framed whiteboard photographed at a slight angle. A small black pen/eraser tray is attached to the lower-right corner. The writing is entirely handwritten text in black marker — no diagram shapes, arrows, or figures. The content is a short handwritten note laid out as a titl...
02.webp	02	list	SOME QUESTIONS Can you train a vision model / multimodal model on a few reference images w/ manual transcriptions / ground truths? What about abbreviations like w/ for with?	# Diagram Description A wall-mounted black-framed whiteboard shot from a slight low angle, with a pen tray visible at the bottom-right corner. The surface is otherwise blank — no drawn shapes, sketches, or diagrammatic elements. All content is handwritten text in black marker. At the top-left is the underlined headin...
03.webp	03	list	SOME QUESTIONS • Can you train a vision model / multimodal model on a few reference images w/ manual transcriptions / ground truths? • What about abbreviations like w/ for with? • Could I get AI to create a custom TTF font & if so how much training data?	# Diagram Description The same wall-mounted black-framed whiteboard as the previous frames, with the pen tray in the lower-right corner. No drawn shapes or figures — the content is entirely handwritten text in black marker, arranged as a titled bulleted list. The heading "SOME QUESTIONS" is underlined at the top-left...
04.webp	04	list	SOME QUESTIONS • Can you train a vision model / multimodal model on a few reference images w/ manual transcriptions / ground truths? • What about abbreviations like w/ for with? • Could I get AI to create a custom TTF font & if so how much training data?	# Diagram Description A near-duplicate of frame 03 — same black-framed wall-mounted whiteboard, same pen tray at the lower-right, same handwritten bullet list under the underlined heading "SOME QUESTIONS". There are no drawn shapes, arrows, or sketches; the image is pure handwritten text in black marker. The three bu...
05.webp	05	list	Why / Applications ○ Whiteboard workflows: ↳ Whiteboard → cleaned up tech diagram (nano banana). needs to be able to parse a "OCR" raw text. Objective: ↑ accuracy & ↓ pseudotext ↳ Whiteboard → text / todo list / SOL etc.	# Diagram Description The wall-mounted black-framed whiteboard again, pen tray at the lower-right. The content is a mix of handwritten text and simple flow-style arrows — still no drawn shapes, but the arrows give it a light diagrammatic structure. At the top-left is the underlined heading "Why / Applications". Below...
06.webp	06	diagram	Few Shot Learning - 1 Apples ↗ / ( FRUITS ) → Oranges \→ Bananas ↘ Lemons Kiwis ← ↙ Melons	# Diagram Description A black-framed wall-mounted whiteboard with a pen tray in the lower-right corner. The drawing is a simple radial mind-map / spoke diagram rendered in black marker. - Title (top-left, underlined): "Few Shot Learning - 1". - Central node: the word "FRUITS" enclosed in a hand-drawn oval, po...
07.webp	07	table	Few Shot Learning - 2 WORLD CAPITALS CITY \| COUNTRY --------------+--------- Dublin \| Ireland Amman \| Jordan Washington DC \| USA	# Diagram Description Black-framed whiteboard, close crop of the upper-left portion. The content is a simple hand-drawn two-column table in black marker. - Title (top-left, underlined): "Few Shot Learning - 2". - Sub-heading below the title: "WORLD CAPITALS" (all caps). - Table structure: drawn with a sin...
08.webp	08	flowchart	Few Shot Learning - 3 Zoom Meeting Prep SOP Is my hair a mess? / \ Y N ↓ ↓ ┌─────────┐ ┌──────────┐ │COMB HAIR│ │CHILL OUT!│ └─────────┘ └──────────┘	# Diagram Description Black-framed whiteboard, upper-left crop. The drawing is a simple hand-drawn decision flowchart in black marker, illustrating a binary yes/no branch. - Title (top-left, underlined): "Few Shot Learning - 3". - Sub-heading: "Zoom Meeting Prep SOP". - Decision node: the question "Is my ...
09.webp	09	list	Few Shot Learning - 3 What about variability in how we write letters? ↳ Sometimes I dot i's. Sometimes I don't. ↳ Informal / missing punctuation? ↳ "Code switching" & misspellings? ↳ Sometimes I write 'b' like balloon & sometimes balloon (why? IDK!)	# Diagram Description Black-framed wall-mounted whiteboard, pen tray in the lower-right corner. All content is handwritten text in black marker — no drawn shapes or figures, only small down-right hook arrows ("↳") used as sub-bullet markers. - Title (top-left, underlined): "Few Shot Learning - 3". - **Opening que...
10.webp	10	list	Few Shot Learning - 3 What about txt like speech? ↓ LLMs R cool → LLMs are cool! or incorrect uppercase LLMs R cool → LLMs are cool	# Diagram Description Black-framed whiteboard, upper-left crop taken at an angle. All content is handwritten text in black marker, laid out as two input-to-output transformation examples connected by arrows. - Title (top-left, underlined): "Few Shot Learning - 3". - Prompt line: "What about txt like speech?" ...
11.webp	11	diagram	PERSONALISED AI → BASIC IDEA Use-case: Human wants to create a task-specific AI agent & frontload context Tactic: Create AI agent to "interview" you → transcribe (could be voice → voice!) → extract content → vector DB [bot] ──> [ What's your fav food? ] [ PIZZA! ] :) ↓ CREATE MEMORY ┌──────────...	# Diagram Description Wide shot of the black-framed whiteboard with a hand-drawn concept diagram in black marker. The layout combines headed text, prose annotations, and a small pictographic flow at the bottom. - Title (top, underlined): "PERSONALISED AI → BASIC IDEA". - Use-case line: describes a human wanti...
12.webp	12	diagram	(could be voice → voice!) → Extract content → V[ector DB] [bot] ──> [ What's your fav food? ] [ PIZZA! ] :) ↓ CREATE MEMORY ┌───────────────┐ │ Daniel's fav │ │ food = PIZZA │ └───────────────┘ ↓ ( VECTOR DB )	# Diagram Description A close-up of the lower portion of the same "Personalised AI — Basic Idea" whiteboard shown in frame 11. The top edge of the crop clips the tactic line ("(could be voice → voice!) → Extract content → V[ector DB]"), so only the tail of that text is visible. The focus is the pictographic flow. - *...
13.webp	13	diagram	PERSONALISED AI — WORKFLOW 2 (user) Hey bot! Let's build out my food & drink context store! (bot) Sure! Let me see what gaps we have... ↓ READ → (vector DB) → (bot) Hmm. nothing about beer preferences! (bot) What beer do you prefer? (user) Super bitter IPAs ...	# Diagram Description Black-framed whiteboard showing a hand-drawn conversational workflow diagram in black marker. Pen tray visible at the lower-right corner. - Title (top, underlined): "PERSONALISED AI — WORKFLOW 2". - Characters: two small drawn head icons are used throughout as speaker avatars — a round s...
14.webp	14	diagram	PERSONALISED AI — LATENT VALUE AREAS (user) (bot) USER LLM'S PROMPTS OUTPUTS │ │ ↓ ↓ PROMPT → CONVO (1) HISTORY (2) STORE ↓ ...	# Diagram Description Black-framed whiteboard with a hand-drawn branching tree / flow diagram in black marker. Pen tray at the lower-right. The diagram is split into two major trunks originating from two drawn head icons at the top. - Title (top, underlined): "PERSONALISED AI — LATENT VALUE AREAS". - **Two source...
15.webp	15	diagram	(bot) LLM'S OUTPUTS → CONVO (1) STORE │ ↘ ↓ WIKI DOWNSTREAM OUTPUTS ↙ ↓ ↘ PODCASTS CPD DOCS	# Diagram Description A close-up crop of the right-hand branch of the "Personalised AI — Latent Value Areas" diagram from frame 14. The title and left-side branch are out of frame; only the LLM-outputs sub-tree is visible. - Top-left: a drawn bot head icon labelled LLM'S OUTPUTS, with a left-edge fragment of ...
16.webp	16	diagram	(user) (bot) USER LLM'S PROMPTS OUT[PUTS] │ ↓ PROMPT ────┐ HISTORY (2) │ │ ↓ ↓ USER PROMPT LIB CONTEXT	# Diagram Description A close-up crop of the left-hand branch of the "Personalised AI — Latent Value Areas" diagram from frame 14. The title is out of frame; only the user-prompts sub-tree is visible, with the right-side LLM branch partially clipped at the right edge. - Top: a drawn smiley square head icon labell...
17.webp	17	prose	Other Common Whiteboard Imperfections o Use X or strikethrough Here's cool ~~ideas~~ ✗ ideas are some	# Diagram Description Black-framed whiteboard with handwritten notes in black marker illustrating common editing/imperfection conventions on a whiteboard. - Heading (top, not underlined): "Other Common Whiteboard Imperfections". - Bullet (single "o" marker): "Use X or strikethrough". - Example sentence be...
18.webp	18	table	Task: Whiteboard → Calendar My Week Plan SUN MON TUES WEDS THURS FRI SAT ───────────────────────────────────────────────── ACCOUNTANT 0900 1200 DAY OFF 1500 DOCTOR 1800 2100 0000	# Diagram Description Black-framed whiteboard depicting a hand-drawn weekly calendar/timetable grid, framed as an OCR-to-calendar conversion task. Pen tray visible at the lower-right corner. - Title (top): "Task: Whiteboard → Calendar". - Sub-title: "My Week Plan". - Column headers (underlined horizontal ...
19.webp	19	mixed	Task: Whiteboard → Mixed Elements. Whiteboard → Handwriting │ Questions ↳ Gather samples │ ───────── ↳ Determine priorities │ Existing datasets? ↳ Send to David │ Separate fine tunes for │ handwriting creation vs. ...	# Diagram Description Black-framed whiteboard split into two columns by a vertical divider line, sketched in black marker. Pen tray visible at the lower-right. The board captures a task breakdown plus an open-questions panel. - Title (top): "Task: Whiteboard → Mixed Elements." — framing this as an OCR task about ...
20.webp	20	diagram	Geopol Predictions: Current Model A_x = Agent X Sequential SA_x = Subagent A_1 → Job Actuation & Mgmt RSS EXA AI ↘ ↙ Google ...	# Diagram Description Black-framed whiteboard with a dense hand-drawn multi-agent pipeline diagram in black marker. Pen tray visible at the lower-right corner. - Title (top-left): "Geopol Predictions: Current Model". - Legend (top-right): "A_x = Agent X", "Sequential", "SA_x = Subagent". - Agent chain (le...
21.webp	21	diagram	Whiteboard → Dev Spec → Agent Dev Whiteboard(s) ─────────→ Gemini API Gemini ─→ Cleaned Tech Diagrams (image 2 image) ↘ Narrative of Agent Model (image 2 txt) Agent 2: Convert these things → Dev Spec ↳ Plan def w/ human ↳ Generate tasks, define subagents, checkpoints etc	# Diagram Description Black-framed whiteboard with a hand-drawn pipeline sketch in black marker. Pen tray visible at the lower-right corner. The board maps a two-stage agent workflow that turns whiteboard photos into a structured development specification. - Title (top): "Whiteboard → Dev Spec → Agent Dev". - **S...

01.webp

01

prose

WHITEBOARD OCR → FEW SAMPLE TEST I have rediscovered whiteboarding! BUT! It's mounted at a really awkward height AND I have barely written by hand in years So my writing is hard to decipher

# Diagram Description A wall-mounted black-framed whiteboard photographed at a slight angle. A small black pen/eraser tray is attached to the lower-right corner. The writing is entirely handwritten text in black marker — no diagram shapes, arrows, or figures. The content is a short handwritten note laid out as a titl...

02.webp

02

list

SOME QUESTIONS Can you train a vision model / multimodal model on a few reference images w/ manual transcriptions / ground truths? What about abbreviations like w/ for with?

# Diagram Description A wall-mounted black-framed whiteboard shot from a slight low angle, with a pen tray visible at the bottom-right corner. The surface is otherwise blank — no drawn shapes, sketches, or diagrammatic elements. All content is handwritten text in black marker. At the top-left is the underlined headin...

03.webp

03

list

SOME QUESTIONS • Can you train a vision model / multimodal model on a few reference images w/ manual transcriptions / ground truths? • What about abbreviations like w/ for with? • Could I get AI to create a custom TTF font & if so how much training data?

# Diagram Description The same wall-mounted black-framed whiteboard as the previous frames, with the pen tray in the lower-right corner. No drawn shapes or figures — the content is entirely handwritten text in black marker, arranged as a titled bulleted list. The heading "SOME QUESTIONS" is underlined at the top-left...

04.webp

04

list

SOME QUESTIONS • Can you train a vision model / multimodal model on a few reference images w/ manual transcriptions / ground truths? • What about abbreviations like w/ for with? • Could I get AI to create a custom TTF font & if so how much training data?

# Diagram Description A near-duplicate of frame 03 — same black-framed wall-mounted whiteboard, same pen tray at the lower-right, same handwritten bullet list under the underlined heading "SOME QUESTIONS". There are no drawn shapes, arrows, or sketches; the image is pure handwritten text in black marker. The three bu...

05.webp

05

list

Why / Applications ○ Whiteboard workflows: ↳ Whiteboard → cleaned up tech diagram (nano banana). needs to be able to parse a "OCR" raw text. Objective: ↑ accuracy & ↓ pseudotext ↳ Whiteboard → text / todo list / SOL etc.

# Diagram Description The wall-mounted black-framed whiteboard again, pen tray at the lower-right. The content is a mix of handwritten text and simple flow-style arrows — still no drawn shapes, but the arrows give it a light diagrammatic structure. At the top-left is the underlined heading "Why / Applications". Below...

06.webp

06

diagram

Few Shot Learning - 1 Apples ↗ / ( FRUITS ) → Oranges \→ Bananas ↘ Lemons Kiwis ← ↙ Melons

# Diagram Description A black-framed wall-mounted whiteboard with a pen tray in the lower-right corner. The drawing is a simple radial mind-map / spoke diagram rendered in black marker. - **Title** (top-left, underlined): "Few Shot Learning - 1". - **Central node**: the word "FRUITS" enclosed in a hand-drawn oval, po...

07.webp

07

table

Few Shot Learning - 2 WORLD CAPITALS CITY | COUNTRY --------------+--------- Dublin | Ireland Amman | Jordan Washington DC | USA

# Diagram Description Black-framed whiteboard, close crop of the upper-left portion. The content is a simple hand-drawn two-column table in black marker. - **Title** (top-left, underlined): "Few Shot Learning - 2". - **Sub-heading** below the title: "WORLD CAPITALS" (all caps). - **Table structure**: drawn with a sin...

08.webp

08

flowchart

Few Shot Learning - 3 Zoom Meeting Prep SOP Is my hair a mess? / \ Y N ↓ ↓ ┌─────────┐ ┌──────────┐ │COMB HAIR│ │CHILL OUT!│ └─────────┘ └──────────┘

# Diagram Description Black-framed whiteboard, upper-left crop. The drawing is a simple hand-drawn decision flowchart in black marker, illustrating a binary yes/no branch. - **Title** (top-left, underlined): "Few Shot Learning - 3". - **Sub-heading**: "Zoom Meeting Prep SOP". - **Decision node**: the question "Is my ...

09.webp

09

list

Few Shot Learning - 3 What about variability in how we write letters? ↳ Sometimes I dot i's. Sometimes I don't. ↳ Informal / missing punctuation? ↳ "Code switching" & misspellings? ↳ Sometimes I write 'b' like balloon & sometimes balloon (why? IDK!)

# Diagram Description Black-framed wall-mounted whiteboard, pen tray in the lower-right corner. All content is handwritten text in black marker — no drawn shapes or figures, only small down-right hook arrows ("↳") used as sub-bullet markers. - **Title** (top-left, underlined): "Few Shot Learning - 3". - **Opening que...

10.webp

10

list

Few Shot Learning - 3 What about txt like speech? ↓ LLMs R cool → LLMs are cool! or incorrect uppercase LLMs R cool → LLMs are cool

# Diagram Description Black-framed whiteboard, upper-left crop taken at an angle. All content is handwritten text in black marker, laid out as two input-to-output transformation examples connected by arrows. - **Title** (top-left, underlined): "Few Shot Learning - 3". - **Prompt line**: "What about txt like speech?" ...

11.webp

11

diagram

PERSONALISED AI → BASIC IDEA Use-case: Human wants to create a task-specific AI agent & frontload context Tactic: Create AI agent to "interview" you → transcribe (could be voice → voice!) → extract content → vector DB [bot] ──> [ What's your fav food? ] [ PIZZA! ] :) ↓ CREATE MEMORY ┌──────────...

# Diagram Description Wide shot of the black-framed whiteboard with a hand-drawn concept diagram in black marker. The layout combines headed text, prose annotations, and a small pictographic flow at the bottom. - **Title** (top, underlined): "PERSONALISED AI → BASIC IDEA". - **Use-case line**: describes a human wanti...

12.webp

12

diagram

(could be voice → voice!) → Extract content → V[ector DB] [bot] ──> [ What's your fav food? ] [ PIZZA! ] :) ↓ CREATE MEMORY ┌───────────────┐ │ Daniel's fav │ │ food = PIZZA │ └───────────────┘ ↓ ( VECTOR DB )

# Diagram Description A close-up of the lower portion of the same "Personalised AI — Basic Idea" whiteboard shown in frame 11. The top edge of the crop clips the tactic line ("(could be voice → voice!) → Extract content → V[ector DB]"), so only the tail of that text is visible. The focus is the pictographic flow. - *...

13.webp

13

diagram

PERSONALISED AI — WORKFLOW 2 (user) Hey bot! Let's build out my food & drink context store! (bot) Sure! Let me see what gaps we have... ↓ READ → (vector DB) → (bot) Hmm. nothing about beer preferences! (bot) What beer do you prefer? (user) Super bitter IPAs ...

# Diagram Description Black-framed whiteboard showing a hand-drawn conversational workflow diagram in black marker. Pen tray visible at the lower-right corner. - **Title** (top, underlined): "PERSONALISED AI — WORKFLOW 2". - **Characters**: two small drawn head icons are used throughout as speaker avatars — a round s...

14.webp

14

diagram

PERSONALISED AI — LATENT VALUE AREAS (user) (bot) USER LLM'S PROMPTS OUTPUTS │ │ ↓ ↓ PROMPT → CONVO (1) HISTORY (2) STORE ↓ ...

# Diagram Description Black-framed whiteboard with a hand-drawn branching tree / flow diagram in black marker. Pen tray at the lower-right. The diagram is split into two major trunks originating from two drawn head icons at the top. - **Title** (top, underlined): "PERSONALISED AI — LATENT VALUE AREAS". - **Two source...

15.webp

15

diagram

(bot) LLM'S OUTPUTS → CONVO (1) STORE │ ↘ ↓ WIKI DOWNSTREAM OUTPUTS ↙ ↓ ↘ PODCASTS CPD DOCS

# Diagram Description A close-up crop of the right-hand branch of the "Personalised AI — Latent Value Areas" diagram from frame 14. The title and left-side branch are out of frame; only the LLM-outputs sub-tree is visible. - **Top-left**: a drawn bot head icon labelled **LLM'S OUTPUTS**, with a left-edge fragment of ...

16.webp

16

diagram

(user) (bot) USER LLM'S PROMPTS OUT[PUTS] │ ↓ PROMPT ────┐ HISTORY (2) │ │ ↓ ↓ USER PROMPT LIB CONTEXT

# Diagram Description A close-up crop of the left-hand branch of the "Personalised AI — Latent Value Areas" diagram from frame 14. The title is out of frame; only the user-prompts sub-tree is visible, with the right-side LLM branch partially clipped at the right edge. - **Top**: a drawn smiley square head icon labell...

17.webp

17

prose

Other Common Whiteboard Imperfections o Use X or strikethrough Here's cool ~~ideas~~ ✗ ideas are some

# Diagram Description Black-framed whiteboard with handwritten notes in black marker illustrating common editing/imperfection conventions on a whiteboard. - **Heading** (top, not underlined): "Other Common Whiteboard Imperfections". - **Bullet** (single "o" marker): "Use X or strikethrough". - **Example sentence** be...

18.webp

18

table

Task: Whiteboard → Calendar My Week Plan SUN MON TUES WEDS THURS FRI SAT ───────────────────────────────────────────────── ACCOUNTANT 0900 1200 DAY OFF 1500 DOCTOR 1800 2100 0000

# Diagram Description Black-framed whiteboard depicting a hand-drawn weekly calendar/timetable grid, framed as an OCR-to-calendar conversion task. Pen tray visible at the lower-right corner. - **Title** (top): "Task: Whiteboard → Calendar". - **Sub-title**: "My Week Plan". - **Column headers** (underlined horizontal ...

19.webp

19

mixed

Task: Whiteboard → Mixed Elements. Whiteboard → Handwriting │ Questions ↳ Gather samples │ ───────── ↳ Determine priorities │ Existing datasets? ↳ Send to David │ Separate fine tunes for │ handwriting creation vs. ...

# Diagram Description Black-framed whiteboard split into two columns by a vertical divider line, sketched in black marker. Pen tray visible at the lower-right. The board captures a task breakdown plus an open-questions panel. - **Title** (top): "Task: Whiteboard → Mixed Elements." — framing this as an OCR task about ...

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20

diagram

Geopol Predictions: Current Model A_x = Agent X Sequential SA_x = Subagent A_1 → Job Actuation & Mgmt RSS EXA AI ↘ ↙ Google ...

# Diagram Description Black-framed whiteboard with a dense hand-drawn multi-agent pipeline diagram in black marker. Pen tray visible at the lower-right corner. - **Title** (top-left): "Geopol Predictions: Current Model". - **Legend** (top-right): "A_x = Agent X", "Sequential", "SA_x = Subagent". - **Agent chain** (le...

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21

diagram

Whiteboard → Dev Spec → Agent Dev Whiteboard(s) ─────────→ Gemini API Gemini ─→ Cleaned Tech Diagrams (image 2 image) ↘ Narrative of Agent Model (image 2 txt) Agent 2: Convert these things → Dev Spec ↳ Plan def w/ human ↳ Generate tasks, define subagents, checkpoints etc

# Diagram Description Black-framed whiteboard with a hand-drawn pipeline sketch in black marker. Pen tray visible at the lower-right corner. The board maps a two-stage agent workflow that turns whiteboard photos into a structured development specification. - **Title** (top): "Whiteboard → Dev Spec → Agent Dev". - **S...