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CVPR-2018-WAD-Video-Segmentation-Challenge

This repository contains code for CVPR 2018 Video Segmentation Challenge. This project was done in collaboration with Kai-Wei Tsou

Kaggle Competition Link

CVPR 2018 Workshop on Autonomous Driving Link

Dataset and Evaluation

Evaluation was done on Seven different instance-level annotations, which are

  • Car
  • Motorcycle
  • Bicycle
  • Pedestrian
  • Truck
  • Bus
  • Tricycle

Intersection Over Union was used as the evaluation metric.

Results

Result Image

Result Video

Pretrained Models

[1] Pretrained Mask RCNN Model on MS COCO
[2] Our Mask RCNN Model finetuned on WAD Competition Dataset

Report

[1] Report
[2] Slides

Credits

[1] Matterport's MaskRCNN Tensorflow Implementation

About

This repository contains code for CVPR 2018 Video Segmentation Challenge (Kaggle Competiton)

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