From 5d870b305029ec506ccc50fec0e731c60f858f90 Mon Sep 17 00:00:00 2001 From: Runsheng Song Date: Thu, 7 Jun 2018 12:01:04 -0700 Subject: [PATCH 01/58] Rename README to README.md --- README => README.md | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename README => README.md (100%) diff --git a/README b/README.md similarity index 100% rename from README rename to README.md From 7fa085337da6e8074c4efbe6c5d8b4aa70236e81 Mon Sep 17 00:00:00 2001 From: Runsheng Song Date: Thu, 7 Jun 2018 17:15:28 -0700 Subject: [PATCH 02/58] added another baseline MNIST CNN. --- .gitignore | 1 + .pydevproject | 2 +- .settings/org.eclipse.core.resources.prefs | 1 + src/app/apis/mnist/mnist.py | 13 +- src/app/models/__init__.py | 1 + src/app/models/mnist/__init__.py | 1 + src/app/models/mnist/current/TFKeras.h5 | Bin 0 -> 109544 bytes .../mnist/current/mnist_baseline_less.h5 | Bin 0 -> 7134296 bytes src/app/models/mnist/mnist.py | 59 ++ src/models/mnist_baseline_less.h5 | Bin 0 -> 7134296 bytes src/models/train_and_transfer_MNIST.ipynb | 527 ++++++++++++++++++ 11 files changed, 602 insertions(+), 3 deletions(-) create mode 100644 src/app/models/__init__.py create mode 100644 src/app/models/mnist/__init__.py create mode 100644 src/app/models/mnist/current/TFKeras.h5 create mode 100644 src/app/models/mnist/current/mnist_baseline_less.h5 create mode 100644 src/app/models/mnist/mnist.py create mode 100644 src/models/mnist_baseline_less.h5 create mode 100644 src/models/train_and_transfer_MNIST.ipynb diff --git a/.gitignore b/.gitignore index 97cd3fe..c174168 100644 --- a/.gitignore +++ b/.gitignore @@ -14,6 +14,7 @@ __pycache__/ # Distribution / packaging .Python +_MNIST_/ tmp/ build/ develop-eggs/ diff --git a/.pydevproject b/.pydevproject index 2d2af05..786126a 100644 --- a/.pydevproject +++ b/.pydevproject @@ -3,6 +3,6 @@ /${PROJECT_DIR_NAME} -python 3.0 +python 2.7 insight diff --git a/.settings/org.eclipse.core.resources.prefs b/.settings/org.eclipse.core.resources.prefs index ac986b6..26d494c 100644 --- a/.settings/org.eclipse.core.resources.prefs +++ b/.settings/org.eclipse.core.resources.prefs @@ -1,2 +1,3 @@ eclipse.preferences.version=1 +encoding//src/run_model.py=utf-8 encoding//src/train_mnist_cnn.py=utf-8 diff --git a/src/app/apis/mnist/mnist.py b/src/app/apis/mnist/mnist.py index d4818fe..cb2d289 100644 --- a/src/app/apis/mnist/mnist.py +++ b/src/app/apis/mnist/mnist.py @@ -13,12 +13,21 @@ from flask import Blueprint, request from flask import jsonify +# michaniki modules +from ...models.mnist import mnist + blueprint = Blueprint('mnist', __name__) @blueprint.route('/predict', methods=['POST']) def run_mnist(): # TO DO # load image and run MNIST model here + img = request.files['image'] + + this_model = mnist() + out = this_model.predict(img) + + # response header = { "module": "MNIST", "service": "MNIST", @@ -32,5 +41,5 @@ def run_mnist(): return jsonify({ "header": header, - "data": "MNIST prediction URL" - }) \ No newline at end of file + 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