DEEP COGNITION - Deep Learning Studio
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Nom | DEEP COGNITION - Deep Learning Studio |
|---|---|
| Version of the software | 2.0 |
| Underlaying Framework | Apache MXNet |
| Development Activity | Important (2 enhanced versions have been release recently) |
| GPUs | CUDA compatible |
| DL MODEL EDITOR | |
| Graphical editor provided | Oui |
| DL models supported | |
| - CNN | Oui |
| - LSTM | Oui |
| - MLP / Auto-encoders | Oui |
| - RNN | Oui |
| Pretained Networks | Oui (Resnet50, InceptionV3, SqueezeNet, VGG16, VGG19, WideResNet) |
| Use Keras API | Oui |
| Save Keras HDFS file (.h5) | Oui |
| Save Keras model .yaml file | Non |
| Save Keras model file | Non |
| Load Keras model .yaml file | Oui |
| Load Keras HDFS file (.h5) | Oui |
| Code generation | Non |
| - Theano | Non |
| - Tensorflow/Keras | Non |
| - Caffe (v1) | Non |
| Custom cost function | Oui |
| Load Keras Models + Weights | Oui |
| Load Caffe Models + Weights | Non |
| Load Keras Code | |
| Model checker | Oui |
| Datasets Management | Oui |
| Experiments Mangement | Oui |
| - Exp comparison | Oui |
| - Prev. Exp loader | Yes |
| TRAINING | |
| DL model training | Oui |
| Tune learning parameter | Oui |
| Live performance monitoring | Oui |
| INFERENCE | |
| Inference available | Oui |
| Results browser | Oui |
| View Valid/test set inference | Oui |
| Confusion matrix | Non |
| Visualize intermediate layer activation | Oui |
| User test int | Oui |
| DEPLOIEMENT | |
| - Rest API | Oui |
| PLATFORM | |
| - Cloud | Oui |
| but no computing environnement" | Oui |
| - Cloud Trial period | Oui |
| - Desktop | Oui (any platform with python) |
| OTHER | |
| AutoML | Oui |
| Browser | Oui |
| Environment management | Oui |
| Python shell | Oui |
| Jupyter notebook | Oui |
| Documentation | "Minimal |
| (Keras API)" | "Minimal |
| (SONY Neural Network Library)" | ??? |
| Tutorials | Oui |
| Web Site | deepcognition.ai |
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