DEEP COGNITION - Deep Learning Studio
Le gusta 0
Nombre | 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 | Sí |
| DL models supported | |
| - CNN | Sí |
| - LSTM | Sí |
| - MLP / Auto-encoders | Sí |
| - RNN | Sí |
| Pretained Networks | Sí (Resnet50, InceptionV3, SqueezeNet, VGG16, VGG19, WideResNet) |
| Use Keras API | Sí |
| Save Keras HDFS file (.h5) | Sí |
| Save Keras model .yaml file | No |
| Save Keras model file | No |
| Load Keras model .yaml file | Sí |
| Load Keras HDFS file (.h5) | Sí |
| Code generation | No |
| - Theano | No |
| - Tensorflow/Keras | No |
| - Caffe (v1) | No |
| Custom cost function | Sí |
| Load Keras Models + Weights | Sí |
| Load Caffe Models + Weights | No |
| Load Keras Code | |
| Model checker | Sí |
| Datasets Management | Sí |
| Experiments Mangement | Sí |
| - Exp comparison | Sí |
| - Prev. Exp loader | Yes |
| TRAINING | |
| DL model training | Sí |
| Tune learning parameter | Sí |
| Live performance monitoring | Sí |
| INFERENCE | |
| Inference available | Sí |
| Results browser | Sí |
| View Valid/test set inference | Sí |
| Confusion matrix | No |
| Visualize intermediate layer activation | Sí |
| User test int | Sí |
| DEPLOIEMENT | |
| - Rest API | Sí |
| PLATFORM | |
| - Cloud | Sí |
| but no computing environnement" | Sí |
| - Cloud Trial period | Sí |
| - Desktop | Sí (any platform with python) |
| OTHER | |
| AutoML | Sí |
| Browser | Sí |
| Environment management | Sí |
| Python shell | Sí |
| Jupyter notebook | Sí |
| Documentation | "Minimal |
| (Keras API)" | "Minimal |
| (SONY Neural Network Library)" | ??? |
| Tutorials | Sí |
| Web Site | deepcognition.ai |
User reviews and comments