Image Classification on EMNIST Digits (test)
99.75Accuracy (Avg)VGG-5
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VGG-5Size of Fully Connected Layer=1HL, 512 Neurons, Epoch=50, Parameters=3.646M2020.07 | 99.75 | 99.81 | — | |
| VGG-5 (Spinal FC)Size of Fully Connected Layer=4HL, 128 Neurons Per Layer, Epoch=50, Parameters=3.630M2020.07 | 99.75 | 99.82 | 5.3 | |
| CNN (Spinal FC)Size of Fully Connected Layer=6HL, 10 Neurons Per Layer, Epoch=8, Parameters=16.05k2020.07 | 99.07 | 99.16 | 24.3 | |
| CNN (Spinal FC)Size of Fully Connected Layer=6HL, 8 Neurons Per Layer, Epoch=8, Parameters=13.82k2020.07 | 99.03 | 99.12 | 20.7 | |
| CNNSize of Fully Connected Layer=1HL, 50 Neurons, Epoch=8, Parameters=21.84k2020.07 | 98.8 | 98.89 | — |