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awesome_underwater_datasets

Pointers to large-scale underwater datasets and relevant resources.

cnn_for_fault_diagnosis

d2det

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

image_algorithm_toolbox

:seedling: [ Image Algorithm Toolbox ] : contains labeling tool, resizing tool, image enhancing tool, format conversion tool, image distributing tool. :four_leaf_clover: [ 图像算法工具箱 ]：包含图片标记工具、图片缩放工具、图片数据增强工具、格式转换工具、图片数据分发工具等。

lemon

This is public

mechanical-fault-diagnosis-based-on-deep-learning

CNN for mechanical fault diagnosis

netron

Visualizer for neural network, deep learning, and machine learning models

oidv4_toolkit

Download and visualize single or multiple classes from the huge Open Images v4 dataset

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

pytorch-course-note

pytorch_mask_rcnn

Converted from [tf+keras version MASK-RCNN](https://github.com/matterport/Mask_RCNN)

realworld-underwater-image-enhancement-ruie-benchmark

Paper “Real-world Underwater Enhancement: Challenging, Benchmark and Efficient Solutions” https://arxiv.org/abs/1901.05320

single-underwater-image-enhancement-and-color-restoration

Single Underwater Image Enhancement and Color Restoration, which is Python implementation for a comprehensive review paper "An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging"

skills

个人的技能树仓库，主要包含个人机器学习以及深度学习的笔记

tempens

Temporal ensembling for semi-supervised learning

the-gan-zoo

A list of all named GANs!

tpu

Reference models and tools for Cloud TPUs.

uwgan_uie

Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing

vision

Datasets, Transforms and Models specific to Computer Vision

watergan

Source code for "WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images"

wdcnn_bearning_fault_diagnosis

wdcnn轴承故障模型

yet-another-efficientdet-pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolov5-pyqt5

给yolov5加个gui界面，使用pyqt5，yolov5是5.0版本