A small CNN model for CIFAR-10 classification on GLUON.
This project is used for graduation design of NEU（China)
train_cifar10.py is modified from GluonCV Training commands
There are a lot of bugs in GUI Training Tool
| Model | Parameter | Acc |
|---|---|---|
| SKT-05 | 0.725M | 94.15% |
| SKT-Lite | 0.100M | 92.20% |
| SKT-B1 | 1.104M | 94.95% |
| SKT-B2 | 1.420M | 95.40% |
Models
- Python3.6
- mxnet-cu101mkl 1.5.0
- GluonCV 0.6.0
- mxboard 0.1.0
GUI Tools
- Python3.6
- mxnet-cu101mkl 1.5.0
- PyQt5 5.14.1
- matplotlib 2.2.2