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 providedOui
DL models supported
- CNNOui
- LSTMOui
- MLP / Auto-encodersOui
- RNNOui
Pretained NetworksOui (Resnet50, InceptionV3, SqueezeNet, VGG16, VGG19, WideResNet)
Use Keras APIOui
Save Keras HDFS file (.h5)Oui
Save Keras model .yaml fileNon
Save Keras model fileNon
Load Keras model .yaml fileOui
Load Keras HDFS file (.h5)Oui
Code generationNon
- TheanoNon
- Tensorflow/KerasNon
- Caffe (v1)Non
Custom cost functionOui
Load Keras Models + WeightsOui
Load Caffe Models + WeightsNon
Load Keras Code
Model checkerOui
Datasets ManagementOui
Experiments MangementOui
- Exp comparisonOui
- Prev. Exp loaderYes
TRAINING
DL model trainingOui
Tune learning parameterOui
Live performance monitoringOui
INFERENCE
Inference availableOui
Results browserOui
View Valid/test set inferenceOui
Confusion matrixNon
Visualize intermediate layer activationOui
User test intOui
DEPLOIEMENT
- Rest APIOui
PLATFORM
- CloudOui
but no computing environnement"Oui
- Cloud Trial periodOui
- DesktopOui (any platform with python)
OTHER
AutoMLOui
BrowserOui
Environment managementOui
Python shellOui
Jupyter notebookOui
Documentation"Minimal
(Keras API)""Minimal
(SONY Neural Network Library)"???
TutorialsOui
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
  • Français
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  • Creative Commons License CC-BY-SA 3.0 / GNU FDL

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