sdc17/NaiveFCN

NaiveFCN for Object Segmentation

NaiveFCN

DataSet

VOC2012

Environment

requirements.txt will be ok.

Hyperparameters and Mean IoU

Epoch	Batch Size	Learning Rate	Weight Decay	Train MIoU	Valid MIoU
80	32	1e-2 -> 1e-3	1e-4	0.67659	0.59403

Prediction Example

Fisrt column for true images, second column for true labels and third column for prediction results.

Log File

log.txt