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