From 7d1ed276c70fd795b6f4453a9da5eff5a791e15c Mon Sep 17 00:00:00 2001 From: Daniel Werner Date: Wed, 10 Apr 2019 13:41:15 +0200 Subject: [PATCH] apply PR feedback #3, use newest model with slightly different normalization, make floodfill_threshold configurable --- .../model/sagas/automatic_brush_saga.js | 8 ++++++-- package.json | 1 - public/tf-models/group1-shard1of1 | Bin 173092 -> 173092 bytes yarn.lock | 5 ----- 4 files changed, 6 insertions(+), 8 deletions(-) diff --git a/frontend/javascripts/oxalis/model/sagas/automatic_brush_saga.js b/frontend/javascripts/oxalis/model/sagas/automatic_brush_saga.js index 1b11074a9ae..91c44590bb4 100644 --- a/frontend/javascripts/oxalis/model/sagas/automatic_brush_saga.js +++ b/frontend/javascripts/oxalis/model/sagas/automatic_brush_saga.js @@ -30,7 +30,6 @@ const outputExtent = 100; const inputContextExtent = 20; const inputExtent = outputExtent + 2 * inputContextExtent; const NUM_PREDICT_SLICES = 3; -const FLOODFILL_THRESHOLD = 0.7; // Will remove model validation, NaN checks, and other correctness checks in favor of performance if (process.env.NODE_ENV === "production") tf.enableProdMode(); @@ -85,7 +84,10 @@ const getPredictionForTile = async ( }); const { mean, stdDev } = await meanAndStdDevFromDataset(dataset, colorLayerName); - const tensorArray = new Float32Array(new Uint8Array(cuboidData)).map(el => (el - mean) / stdDev); + const tensorArray = new Float32Array(new Uint8Array(cuboidData)).map( + // This is how the model was trained + el => ((el - mean) / stdDev) * (1 / 3) ** 0.5, + ); // When interpreting the 3d data slice as a 2d slice, the x and y axis are flipped only on the YZ plane const isXYflipped = activeViewport === OrthoViews.PLANE_YZ; const { useWebworker, useGPU } = getUseWebworkerAndGPU(); @@ -125,6 +127,8 @@ export default function* inferSegmentInViewport( const activeViewport = yield* select(state => state.viewModeData.plane.activeViewport); if (activeViewport === "TDView") return; + const FLOODFILL_THRESHOLD = window.floodfillThreshold || 0.6; + let aborted = false; const toastConfig = { onClose: () => { diff --git a/package.json b/package.json index e99f0264325..e6eb7d5c165 100644 --- a/package.json +++ b/package.json @@ -161,7 +161,6 @@ "mini-css-extract-plugin": "^0.4.0", "mjs": "^1.0.0", "moment": "^2.21.0", - "n-dimensional-flood-fill": "^1.0.0", "nanoevents": "^1.0.2", "pako": "^0.2.8", "pretty-bytes": "^5.1.0", diff --git a/public/tf-models/group1-shard1of1 b/public/tf-models/group1-shard1of1 index 11af0ca5ecb49b5273695fa0311be0a5a9a0bb1e..6dde0e624bfdfc9b186a39248bcd21df18db3b4c 100644 GIT binary patch literal 173092 zcmWKXhdrEQEVt&knBR z(Ouko2IsgNjJ>$BNB3|=E01%BRv+iy-*t|g##_o&d6~-1O+3gokUPb_{ck@v&wMX; z%aK&BjdB84!FN5^N;8VPA!i3y!0s5AS7OQiaW{ag5}wHw4e;ci*7M?iequnYm-?{# z%ar-GPkix(@ery!bwt;3W&XE&-!SLqWBTpFeXKTGz~}hS;LCh|i!np8eCF^`zKiH> 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"1.1.0" resolved "https://registry.yarnpkg.com/n-gram/-/n-gram-1.1.0.tgz#c07fb7d6d59aa42d10fbf680fc4c46a30766c1ee"