DEEP COGNITION - Deep Learning Studio

2018-04-04 10:22:42
Deep Learning Editor
DEEP COGNITION - Deep Learning Studio
Version of the software2.0
Underlaying FrameworkApache MXNet
Development ActivityImportant (2 enhanced versions have been release recently)
GPUsCUDA compatible
DL MODEL EDITOR
Graphical editor providedYes
DL models supported
- CNNYes
- LSTMYes
- MLP / Auto-encodersYes
- RNNYes
Pretained NetworksYes (Resnet50, InceptionV3, SqueezeNet, VGG16, VGG19, WideResNet)
Use Keras APIYes
Save Keras HDFS file (.h5)Yes
Save Keras model .yaml fileNo
Save Keras model fileNo
Load Keras model .yaml fileYes
Load Keras HDFS file (.h5)Yes
Code generationNo
- TheanoNo
- Tensorflow/KerasNo
- Caffe (v1)No
Custom cost functionYes
Load Keras Models + WeightsYes
Load Caffe Models + WeightsNo
Load Keras Code
Model checkerYes
Datasets ManagementYes
Experiments MangementYes
- Exp comparisonYes
- Prev. Exp loaderYes
TRAINING
DL model trainingYes
Tune learning parameterYes
Live performance monitoringYes
INFERENCE
Inference availableYes
Results browserYes
View Valid/test set inferenceYes
Confusion matrixNo
Visualize intermediate layer activationYes
User test intYes
DEPLOIEMENT
- Rest APIYes
PLATFORM
- CloudYes
but no computing environnement"Yes
- Cloud Trial periodYes
- DesktopYes (any platform with python)
OTHER
AutoMLYes
BrowserYes
Environment managementYes
Python shellYes
Jupyter notebookYes
Documentation"Minimal
(Keras API)""Minimal
(SONY Neural Network Library)"???
TutorialsYes
Web Sitehttp://www.deepcognition.ai

DEEP COGNITION - Deep Learning Studio

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  • 2018-03-25 22:14:35
    2018-04-04 10:22:42
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  • Public
  • Creative Commons License CC-BY-SA 3.0 / GNU FDL

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