leaderj1001/minimal-segmentation

minimal-segmentation

minimal-segmentation

• DeepLabV3+ (WORK IN PROCESS)
• Reference
  • Paper
  • Author: Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, Hartwig Adam
  • Organization: Google

Usage

1. Download Cityscapes Dataset (Cityscapes Link)
2. Data Tree

Dataset
 ├── prepare.py
 │   ├── cityscapes
 │   │   ├── leftImg8bit_trainvaltest
 |   |   |   ├── leftImg8bit
 │   │   │   |   ├── train
 │   │   │   |   ├── val
 │   │   │   |   ├── test
 │   │   ├── gtFine_trainvaltest
 |   |   |   ├── gtFine
 │   │   │   |   ├── train
 │   │   │   |   ├── val
 │   │   │   |   ├── test

3. Train

python main.py --evaluation False

4. Test

python main.py --evaluation True

Experiment

Datasets	Model	Mean IoU
Cityscape	DeepLabV3+	76.074

Todo

• Distributed
• COCO dataset