# Lecture visual assets

Original SVG diagrams, 1000 × 430, with text labels and accessible descriptions. Open in a browser or insert into presentation software. The worksheet includes download links next to each diagram.

| File | Teaching purpose |
| --- | --- |
| [01-shattered.svg](01-shattered.svg) | Distinguish magnitude from gradient correlation |
| [02-residual.svg](02-residual.svg) | Trace the identity and learned routes to an addition |
| [03-resnet.svg](03-resnet.svg) | Follow ResNet-18 stages and count its layers |
| [04-inception.svg](04-inception.svg) | Trace four parallel branches and channel concatenation |
| [05-depthwise.svg](05-depthwise.svg) | Separate spatial filtering from channel mixing |

Live numerical assets in the worksheet: paired synthetic gradient plot; residual feature-map addition; shape compatibility explorer; Inception parameter comparison and numbered receptive-field grid; separable convolution cost comparison and five numbered channel matrices.

Conceptual sources are linked in the instructor guide. No paper screenshots or generated raster text are used.