From 304a7f7e98af5a602e3323c96269db75b9acdac9 Mon Sep 17 00:00:00 2001 From: Claire Vlases Date: Wed, 25 Feb 2026 14:31:10 -0500 Subject: [PATCH] adding node image --- documentation/saliency_tool_documentation.md | 3 +++ documentation/the_node.png | Bin 0 -> 138019 bytes 2 files changed, 3 insertions(+) create mode 100644 documentation/the_node.png diff --git a/documentation/saliency_tool_documentation.md b/documentation/saliency_tool_documentation.md index 8e30872..a1e33e8 100644 --- a/documentation/saliency_tool_documentation.md +++ b/documentation/saliency_tool_documentation.md @@ -25,6 +25,9 @@ The core question it answers: *when a model classifies an image, which pixels dr ## How It Works +![node](../the_node.png) + + All eight supported models are **convolutional neural networks (CNNs)** trained on ImageNet, which is a dataset of 1.2 million images across 1,000 categories. The training process adjusts millions of numerical weights until the network can reliably distinguish between categories like "labrador retriever," "coffee," and "duck." What makes them useful for saliency visualization is that they're all **differentiable**, built from mathematical operations (matrix multiplications, convolutions, activation functions), so you can calculate the derivative of the classification output with respect to any input pixel. That derivative is the gradient: *if I changed this pixel slightly, how much would the model's confidence change?* High gradient = the model is paying attention to that pixel. diff --git a/documentation/the_node.png b/documentation/the_node.png new file mode 100644 index 0000000000000000000000000000000000000000..d31229d92b597e421f8a9ae7c91172d2c15437ba GIT binary patch literal 138019 zcmeFZ1ymgSvM-FglR$6_5CVe+ceen61RZp+0E4?ja3=%}0U{7W2o8edcimrBCZLI#TnOI87) zO7xOgN&$;KXpDJ>dcq(%g5H0uDN) z_jmTmD)#eKz9K_tDDa3DY?=F>&08_6>(2LvNbHpvM$(~5>8u=BW*|L3l*!hn?+O)h zO9wfnVzrY*UNIbh@6BWg^&*DD1~B`Sb=NC~ng+WsGp)`eS#olOUuf6jQ3^ldNc*|J za+$MyI-8nScrUvRL*R%*|M?eQYrX1DVZPQBJ(>m2q{FTUkyXf2&Sg#mCQ%vs(F15H zlD6!Lu4dnnNEf2^r-WvR=-8Jq!)2jp&f)h3c_Cf-4`ivo90niB_O_pW^@==VC?@L; zSqS%2@3Ddt^!qZ&b}ZxV^`Dlv+)F;sxhsrKog(oui+KTm&0IZ9e@~g{DFXoq5vzjC z7i8yLF;-5$F4ijU7%JgSrl;_Su4SQmEJ>kgpAO5)@${WG6K`h3&YZRp-5fkzE?6er z{n3QlBRIYsbA%m)t}Q6-^#1~ zA$#o=^gvLqJ5!dLiz||f7Mw^(p07g3mHJb$vv2{-q 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