Skip to content
// bridge system
useState()→Model Weights·Event Propagation→Forward Pass·Array.map()→Tensor Operation·React diff→Loss Function L = Σ(y−ŷ)²·transition-duration→Learning Rate η·CSS clamp()→σ(x) Activation·Re-render cycle→Training Epoch·Event bubbling→Backpropagation ∂L/∂w·useCallback→Gradient Caching·Promise.all()→Batch Inference·Redux store→Weight Matrix·DevTools profiler→Loss Landscape·useState()→Model Weights·Event Propagation→Forward Pass·Array.map()→Tensor Operation·React diff→Loss Function L = Σ(y−ŷ)²·transition-duration→Learning Rate η·CSS clamp()→σ(x) Activation·Re-render cycle→Training Epoch·Event bubbling→Backpropagation ∂L/∂w·useCallback→Gradient Caching·Promise.all()→Batch Inference·Redux store→Weight Matrix·DevTools profiler→Loss Landscape·
Bridges/Bounding boxes
Identity Bridge

getBoundingClientRect()
=
Bounding boxes

Neon Protocol // Bridge #29
The connection

Both define rectangular regions with x, y, width, height coordinates. DOM element bounds and object detection boxes use the same data structure.

Why "Identity"?

Identity bridges are the same concept in both domains. The code is identical or nearly identical.

Frontend concept
getBoundingClientRect()
View in glossary
ML concept
Bounding boxes
View in glossary
Related bridges in Neon Protocol
canvas.getImageData()=Image tensors
Identity
CSS blur() / SVG filters=Convolution kernels
Structural
debounce()=Non-Max Suppression
Structural
SVG clip-path / CSS masks=Segmentation masks
Structural
Report Issue
0/2000
Severity
Screenshot
+ Attach screenshot (optional)
page url + browser info captured automatically