Semantic Segmentation Implementation

Semantic Segmentation Performance Based on DeepLabv3 for Pascal VOC 2012 :

Backbone	#Params	Flops	mIOU	Log	ckpt
TinyNeXt-S	2.3M	3.5G	75.5	log	ckpt
TinyNeXt-M	3.3M	5.1G	76.9	log	ckpt

Get Start

1.Ref to MMsegmentation for the environments.

2.Configs can be found in ./configs/ssd_tinynext

3.Backbone checkpoint can be found in ../classification/logs

4.run :

./dish_train.sh configs/deeplabv3/deeplabv3_tinynext_m-40k_voc-aug-512x512.py 4

or

./dish_train.sh configs/deeplabv3/deeplabv3_tinynext_t-40k_voc-aug-512x512.py 4