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AI and machine learning · 30 lessons · up to 10 minutes each
Multimodal Vision
A planned vision path for safe image handling, grounded interpretation, and evaluation.
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Multimodal Vision
Permanent access to the lessons published in this track when you buy. Future lessons are not included. 0 of 30 lessons are published; 0 are in owner review and 30 are Coming Soon.
$29.0030 lessons still in progress
Beginner
Lessons 1–10
01 Multimodal Vision: Sketch image input formats
Topic: image input formats
Draw a small map of image input formats in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner4 minComing Soon02 Multimodal Vision: Name the parts of image detail and resizing
Topic: image detail and resizing
Label the main pieces in image detail and resizing in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner5 minComing Soon03 Multimodal Vision: Trace an example of visual question scope
Topic: visual question scope
Follow one input through visual question scope in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner6 minComing Soon04 Multimodal Vision: Compare choices for multiple image comparison
Topic: multiple image comparison
Write down one practical difference between multiple image comparison in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner7 minComing Soon05 Multimodal Vision: Find the boundary in OCR and grounding checks
Topic: OCR and grounding checks
Mark where OCR and grounding checks in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner8 minComing Soon06 Multimodal Vision: Inspect an example of spatial uncertainty
Topic: spatial uncertainty
Annotate a minimal example of spatial uncertainty in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner9 minComing Soon07 Multimodal Vision: Connect video frame sampling to a neighboring concept
Topic: video frame sampling
Show how video frame sampling in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner10 minComing Soon08 Multimodal Vision: Spot a failure mode in image privacy boundaries
Topic: image privacy boundaries
Describe one likely failure for image privacy boundaries in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner3 minComing Soon09 Multimodal Vision: Read an official example of vision eval cases
Topic: vision eval cases
Summarize an official example of vision eval cases in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner5 minComing Soon10 Multimodal Vision: Choose a use case for latency and payload budgets
Topic: latency and payload budgets
Match one small use case to latency and payload budgets in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Beginner6 minComing Soon
Intermediate
Lessons 11–20
11 Multimodal Vision: Build an example with image input formats
Topic: image input formats
Create a small working example that uses image input formats in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate4 minComing Soon12 Multimodal Vision: Compose image detail and resizing with another component
Topic: image detail and resizing
Combine image detail and resizing in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate5 minComing Soon13 Multimodal Vision: Configure visual question scope for a small case
Topic: visual question scope
Set up visual question scope in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate6 minComing Soon14 Multimodal Vision: Validate inputs around multiple image comparison
Topic: multiple image comparison
Add a check around multiple image comparison in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate7 minComing Soon15 Multimodal Vision: Use OCR and grounding checks in a short workflow
Topic: OCR and grounding checks
Add OCR and grounding checks in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate8 minComing Soon16 Multimodal Vision: Refactor spatial uncertainty into a reusable unit
Topic: spatial uncertainty
Extract spatial uncertainty in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate9 minComing Soon17 Multimodal Vision: Exercise video frame sampling with sample data
Topic: video frame sampling
Run sample data through video frame sampling in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate10 minComing Soon18 Multimodal Vision: Observe image privacy boundaries outputs
Topic: image privacy boundaries
Capture the result of image privacy boundaries in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate3 minComing Soon19 Multimodal Vision: Recover from a vision eval cases failure
Topic: vision eval cases
Handle one expected failure from vision eval cases in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate5 minComing Soon20 Multimodal Vision: Document latency and payload budgets behavior
Topic: latency and payload budgets
Write a short usage note for latency and payload budgets in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Intermediate6 minComing Soon
Advanced
Lessons 21–30
21 Multimodal Vision: Test a boundary around image input formats
Topic: image input formats
Add an edge-case test for image input formats in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced4 minComing Soon22 Multimodal Vision: Harden image detail and resizing
Topic: image detail and resizing
Add the relevant access, safety, or validation control to image detail and resizing in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced5 minComing Soon23 Multimodal Vision: Measure visual question scope
Topic: visual question scope
Record a small baseline for visual question scope in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced6 minComing Soon24 Multimodal Vision: Reduce cost in multiple image comparison
Topic: multiple image comparison
Change one measurable cost in multiple image comparison in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced7 minComing Soon25 Multimodal Vision: Diagnose a OCR and grounding checks failure
Topic: OCR and grounding checks
Use an observable signal to explain a failure in OCR and grounding checks in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced8 minComing Soon26 Multimodal Vision: Make spatial uncertainty repeatable
Topic: spatial uncertainty
Show that rerunning spatial uncertainty in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced9 minComing Soon27 Multimodal Vision: Review trade-offs in video frame sampling
Topic: video frame sampling
Compare two documented approaches to video frame sampling in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced10 minComing Soon28 Multimodal Vision: Improve image privacy boundaries maintainability
Topic: image privacy boundaries
Refine image privacy boundaries in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced3 minComing Soon29 Multimodal Vision: Verify vision eval cases end to end
Topic: vision eval cases
Check that a complete small flow using vision eval cases in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced5 minComing Soon30 Multimodal Vision: Audit latency and payload budgets against its source docs
Topic: latency and payload budgets
Check the implementation of latency and payload budgets in the context of image and video inputs, visual grounding, and uncertainty; save a short example or check that demonstrates the result.
Advanced6 minComing Soon
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