diff --git a/frontend/javascripts/oxalis/model/sagas/volumetracing_saga.js b/frontend/javascripts/oxalis/model/sagas/volumetracing_saga.js
index 8b137a1fc69..036e53b32d9 100644
--- a/frontend/javascripts/oxalis/model/sagas/volumetracing_saga.js
+++ b/frontend/javascripts/oxalis/model/sagas/volumetracing_saga.js
@@ -243,7 +243,7 @@ let segmentationModel = null;
 function* getSegmentationModel(): Saga<Object> {
   if (segmentationModel == null) {
     console.time("fetch model");
-    segmentationModel = yield* call([tf, tf.loadModel], "/bundle/tf-models/seg-model.json");
+    segmentationModel = yield* call([tf, tf.loadLayersModel], "/bundle/tf-models/seg-model.json");
     console.timeEnd("fetch model");
   }
   return segmentationModel;
diff --git a/package.json b/package.json
index 8a8b6adcb67..dcf25b1fdf5 100644
--- a/package.json
+++ b/package.json
@@ -128,7 +128,7 @@
   "dependencies": {
     "@scalableminds/prop-types": "^15.6.1",
     "@scalableminds/saxophone": "^0.5.0",
-    "@tensorflow/tfjs": "^0.13.5",
+    "@tensorflow/tfjs": "^1.0.0",
     "Enumjs": "scalableminds/Enumjs",
     "airbrake-js": "^1.4.0",
     "antd": "3.5.4",
diff --git a/yarn.lock b/yarn.lock
index cac1d868c05..6ff1dbb3d73 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1078,47 +1078,56 @@
   dependencies:
     stream "^0.0.2"
 
-"@tensorflow/tfjs-converter@0.6.7":
-  version "0.6.7"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-converter/-/tfjs-converter-0.6.7.tgz#d45c5f17c5c3de638ded5354d16d450a8cb97676"
-  integrity sha512-7hsbLbx0KM1Bew00kVoslrnNMOUTyP9NZLDl03cEkrCbEYsaG7jouLxHVz+B0A6/ZPE1N40xmD2JRnu54VKT8g==
-  dependencies:
-    "@types/long" "~3.0.32"
-    protobufjs "~6.8.6"
+"@tensorflow/tfjs-converter@1.0.2":
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-converter/-/tfjs-converter-1.0.2.tgz#eb38a06ddb0788bac2ba3b0a7d448bcb65e43eed"
+  integrity sha512-kOq4sou7q488Jafg7fYLbFyt4a/WrRFlDq0m9xG4iLBMQPyXDHCR/B30gPW7GnnX9nCjyRP3AnL0BTltpLk7Qg==
 
-"@tensorflow/tfjs-core@0.13.11":
-  version "0.13.11"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-core/-/tfjs-core-0.13.11.tgz#f5ef7e52c113b74bd3cabd7464c195cac0c302b4"
-  integrity sha512-jHTD7LbpC3JpsP2mBVD3ZiYV+Xr/l91zpA5HpQVnbdNat5J/IJHabeYwYtukiVyN4amHqyFvGFtX/gjLD82rXg==
+"@tensorflow/tfjs-core@1.0.2":
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-core/-/tfjs-core-1.0.2.tgz#98be72677eccf367b71115067d9c498517da0f89"
+  integrity sha512-SJ7HdFfQ9jcDgyj4mMqU5kvfy5yy3X7cuixHrN7cAmlnCcaIVx732HIBHo+krepLMhlCPaMbR3xN2YJmmF5L8A==
   dependencies:
     "@types/seedrandom" "2.4.27"
     "@types/webgl-ext" "0.0.30"
     "@types/webgl2" "0.0.4"
     seedrandom "2.4.3"
 
-"@tensorflow/tfjs-layers@0.8.5":
-  version "0.8.5"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-layers/-/tfjs-layers-0.8.5.tgz#40808ae9c9cc692ab07020d314822ae92860ee1d"
-  integrity sha512-yQoVyh5q3Hh3YmLXGvKAkgsLVFe0VQBRmgVxJkxzzWhCB+NrjUXU/IzHzCRoBcgcXKZTY9/XE5IcvPmJw9cIXw==
+"@tensorflow/tfjs-data@1.0.2":
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-data/-/tfjs-data-1.0.2.tgz#de42ac493f11a5b2ade27d08f459cacd61b358f4"
+  integrity sha512-qNykMp9S7XX2PDrUBbYwXJTCBZvXtSSLfg0/saABwSJgtBNEL64+oWzaNY/Fd88TtzwQFiv+MzjUFsxzJRx8lQ==
+  dependencies:
+    "@types/node-fetch" "^2.1.2"
+    node-fetch "~2.1.2"
+    seedrandom "~2.4.3"
+
+"@tensorflow/tfjs-layers@1.0.2":
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-layers/-/tfjs-layers-1.0.2.tgz#58c604005ff5fd1429e7ad3de36b145e874662ea"
+  integrity sha512-tJVshA36msG7w6NmxapN1D3TDd8VaMHvnjYtfiEFS/5ZfJt6jfUthSGr1GYAZtnyPYi6/jB905cGPRLuMluhsg==
 
-"@tensorflow/tfjs@^0.13.5":
-  version "0.13.5"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs/-/tfjs-0.13.5.tgz#421fd96bb02ed87ae145c0d87bbb86cb2862c1f3"
-  integrity sha512-a0sbY2IShg+hAD+Es8fy1Ey/afoks4fxSi+PVSZc1st51brCnO3qBbqwDDctRNwx/EOfAroS8IWIKgaWTpsflg==
+"@tensorflow/tfjs@^1.0.0":
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs/-/tfjs-1.0.2.tgz#d605b72bb819fe703e9e26bce02ef379a73ef802"
+  integrity sha512-GJEu7cUoQvBu7oInSdDwJvSizfFv3X5831/98m4Lsh9DofdpWzXuOO7PrQ/ZaU52dAcfcWwvmc+8L2SgZs5LYA==
   dependencies:
-    "@tensorflow/tfjs-converter" "0.6.7"
-    "@tensorflow/tfjs-core" "0.13.11"
-    "@tensorflow/tfjs-layers" "0.8.5"
+    "@tensorflow/tfjs-converter" "1.0.2"
+    "@tensorflow/tfjs-core" "1.0.2"
+    "@tensorflow/tfjs-data" "1.0.2"
+    "@tensorflow/tfjs-layers" "1.0.2"
 
 "@types/long@^4.0.0":
   version "4.0.0"
   resolved "https://registry.yarnpkg.com/@types/long/-/long-4.0.0.tgz#719551d2352d301ac8b81db732acb6bdc28dbdef"
   integrity sha512-1w52Nyx4Gq47uuu0EVcsHBxZFJgurQ+rTKS3qMHxR1GY2T8c2AJYd6vZoZ9q1rupaDjU0yT+Jc2XTyXkjeMA+Q==
 
-"@types/long@~3.0.32":
-  version "3.0.32"
-  resolved "https://registry.yarnpkg.com/@types/long/-/long-3.0.32.tgz#f4e5af31e9e9b196d8e5fca8a5e2e20aa3d60b69"
-  integrity sha512-ZXyOOm83p7X8p3s0IYM3VeueNmHpkk/yMlP8CLeOnEcu6hIwPH7YjZBvhQkR0ZFS2DqZAxKtJ/M5fcuv3OU5BA==
+"@types/node-fetch@^2.1.2":
+  version "2.1.7"
+  resolved "https://registry.yarnpkg.com/@types/node-fetch/-/node-fetch-2.1.7.tgz#0231559340f6e3f3a0608692077d744c87b5b367"
+  integrity sha512-TZozHCDVrs0Aj1B9ZR5F4Q9MknDNcVd+hO5lxXOCzz07ELBey6s1gMUSZHUYHlPfRFKJFXiTnNuD7ePiI6S4/g==
+  dependencies:
+    "@types/node" "*"
 
 "@types/node@*":
   version "11.10.4"
@@ -7802,6 +7811,11 @@ node-fetch@^1.0.1:
     encoding "^0.1.11"
     is-stream "^1.0.1"
 
+node-fetch@~2.1.2:
+  version "2.1.2"
+  resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.1.2.tgz#ab884e8e7e57e38a944753cec706f788d1768bb5"
+  integrity sha1-q4hOjn5X44qUR1POxwb3iNF2i7U=
+
 node-forge@0.7.5:
   version "0.7.5"
   resolved "https://registry.yarnpkg.com/node-forge/-/node-forge-0.7.5.tgz#6c152c345ce11c52f465c2abd957e8639cd674df"
@@ -9022,7 +9036,7 @@ proto-loader6@^0.4.0:
     loader-utils "^0.2.16"
     protobufjs "^6.3.1"
 
-protobufjs@^6.3.1, protobufjs@^6.8.6, protobufjs@~6.8.6:
+protobufjs@^6.3.1, protobufjs@^6.8.6:
   version "6.8.8"
   resolved "https://registry.yarnpkg.com/protobufjs/-/protobufjs-6.8.8.tgz#c8b4f1282fd7a90e6f5b109ed11c84af82908e7c"
   integrity sha512-AAmHtD5pXgZfi7GMpllpO3q1Xw1OYldr+dMUlAnffGTAhqkg72WdmSY71uKBF/JuyiKs8psYbtKrhi0ASCD8qw==
@@ -10580,6 +10594,11 @@ seedrandom@2.4.3:
   resolved "https://registry.yarnpkg.com/seedrandom/-/seedrandom-2.4.3.tgz#2438504dad33917314bff18ac4d794f16d6aaecc"
   integrity sha1-JDhQTa0zkXMUv/GKxNeU8W1qrsw=
 
+seedrandom@~2.4.3:
+  version "2.4.4"
+  resolved "https://registry.yarnpkg.com/seedrandom/-/seedrandom-2.4.4.tgz#b25ea98632c73e45f58b77cfaa931678df01f9ba"
+  integrity sha512-9A+PDmgm+2du77B5i0Ip2cxOqqHjgNxnBgglxLcX78A2D6c2rTo61z4jnVABpF4cKeDMDG+cmXXvdnqse2VqMA==
+
 select-hose@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/select-hose/-/select-hose-2.0.0.tgz#625d8658f865af43ec962bfc376a37359a4994ca"