Ship Identification - Ship Detection of Images by SSD with Dehazing

Ship Identification: Ship Detection of Images by SSD with Dehazing

Xiaonan Wang Research Project at UESTC 2017.12 (Reorganized and Translated in 2023.04)

1. Data

2. Model

Based on SSD, reference: [1] Liu, Wei, et al. “Ssd: Single shot multibox detector.” Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11–14, 2016, Proceedings, Part I 14. Springer International Publishing, 2016.

Step 1: Train on COCO trainval35k

Step 2: Fine-tune on Small Ships Set (Dense Sampling)

Step 3: Fine-tune on Large Ships Set (Sparse Sampling)

3. Innovation and Discussion

 

Discussions Supplements

• 20230518
  • Anchor Free Methods
  • Oriented Bounding Box
  • Some Reference: mmdetection

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