DEEP COGNITION - Deep Learning Studio
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Name | 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 | Yes |
| DL models supported | |
| - CNN | Yes |
| - LSTM | Yes |
| - MLP / Auto-encoders | Yes |
| - RNN | Yes |
| Pretained Networks | Yes (Resnet50, InceptionV3, SqueezeNet, VGG16, VGG19, WideResNet) |
| Use Keras API | Yes |
| Save Keras HDFS file (.h5) | Yes |
| Save Keras model .yaml file | No |
| Save Keras model file | No |
| Load Keras model .yaml file | Yes |
| Load Keras HDFS file (.h5) | Yes |
| Code generation | No |
| - Theano | No |
| - Tensorflow/Keras | No |
| - Caffe (v1) | No |
| Custom cost function | Yes |
| Load Keras Models + Weights | Yes |
| Load Caffe Models + Weights | No |
| Load Keras Code | |
| Model checker | Yes |
| Datasets Management | Yes |
| Experiments Mangement | Yes |
| - Exp comparison | Yes |
| - Prev. Exp loader | Yes |
| TRAINING | |
| DL model training | Yes |
| Tune learning parameter | Yes |
| Live performance monitoring | Yes |
| INFERENCE | |
| Inference available | Yes |
| Results browser | Yes |
| View Valid/test set inference | Yes |
| Confusion matrix | No |
| Visualize intermediate layer activation | Yes |
| User test int | Yes |
| DEPLOIEMENT | |
| - Rest API | Yes |
| PLATFORM | |
| - Cloud | Yes |
| but no computing environnement" | Yes |
| - Cloud Trial period | Yes |
| - Desktop | Yes (any platform with python) |
| OTHER | |
| AutoML | Yes |
| Browser | Yes |
| Environment management | Yes |
| Python shell | Yes |
| Jupyter notebook | Yes |
| Documentation | "Minimal |
| (Keras API)" | "Minimal |
| (SONY Neural Network Library)" | ??? |
| Tutorials | Yes |
| Web Site | deepcognition.ai |
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