Kesci underwater object detection algorithm contest - underwater-object-detection/README.md at master · zhengye1995/underwater-object-detection
2020-ZhanJiang-Underwater-Object-Detection-Algorithm-Contest/convert.py/ Jump to Cannot retrieve contributors at this time 262 lines (224 sloc)9.86 KB RawBlame #! /usr/bin/env python """ Reads Darknet config and weights and creates Keras model with TF backend. ...
The two-stage underwater object detection algorithm was one of the earliest proposed methods and has high accuracy in complex underwater environments. Lin et al. (2020) proposed the RoiMix algorithm to solve overlap, occlusion, and blurring problems by fusing multiple images, thereby improving the...
Indeed, one node to control other nodes may reduce the design difficulty and the algorithm complexity, but it raises other problems for communications and the central node. Nowadays, the distributed structure is getting popular in this field, which is facilitated via the decision made by every ...
The predicted results include the position, category, and bounding box of each object. The detector post-processes the prediction results of the detector head and uses the non-maximum suppression algorithm to filter out the repeated and conflicting prediction frames to obtain the final detection ...
Kesci 水下目标检测算法赛 underwater object detection algorithm contest BaselineA榜 mAP 48.7 比赛地址:Kesci 水下目标检测 Update 尝试过不work的内容: 数据增强 翻转旋转 偏色校准 亮度、对比度增强 各种模糊平滑算子 去雾 mixup 引入往年数据 模型集成 ...
Kesci underwater object detection algorithm contest computer-visionobject-detectionunderwater-imagescompetition-code UpdatedJul 7, 2022 Python infrontofme/UWGAN_UIE Star198 Code Issues Pull requests Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing ...
Fieldhunter / 2020-ZhanJiang-Underwater-Object-Detection-Algorithm-Contest Star 17 Code Issues Pull requests 2020湛江水下目标检测算法赛 computer-vision tensorflow keras object-detection underwater yolov3 Updated May 3, 2020 Python Zxl19990529 / Underwater-Multiple-Object-Tracking-Dataset Star 14...
OTA was used to improve label assignment in training for object detection; A CLAHE algorithm was employed for underwater image enhancement. 3.1. Dataset We chose to train and test the proposed approach using the RUIE2020 dataset from the Underwater Robot Picking Contest [51]. The images of th...
A marine object detection algorithm based on SSD and feature enhancement. Complexity 2020, 2020, 5476142. [Google Scholar] [CrossRef] Wang, L.; Ye, X.; Xing, H.; Wang, Z.; Li, P. Yolo nano underwater: A fast and compact object detector for embedded device. In Proceedings of the ...