Matplotlib气象色标模块的构造与使用
介绍一个简单的Python 模块的开发过程。该模块使用csv表格制作兼容Python matplotlib库的气象、海洋绘图色标。
其后，分享了一些 git 的日常使用，以及使用conda-pack 进行conda环境打包、迁移的基本流程及注意事项。
Category Python Programming
This category is not intended to be a comprehensive tutorial to Python, but a collection of tips, helpful code snippets and some Python projects that I think might be worth sharing.
An Algorithm for Computing the Approximate IoU Between Oriented 2D boxes
This post shows an *approximation method to compute the IoU between oriented 2D boxes*.
Signed distance function to oriented 2D boxes
This post goes through the derivation of *signed distance function
(SDF)* with respect to oriented boxes in 2D.
I also showed *Python implementations* with some examples.
Fit the distribution of the sum of independent Gamma random variable
I implemented in Python an algorithm that fits the distribution of the sum of independent Gamma random variables.
Python implementation of “An algorithm for the binomial distribution with dependent trials”
This post talks about the binomial distribution with dependent trials, and Python implementation of the algorithm.
Create YOLOv3 using PyTorch from scratch (Part-6)
This post writes the training code of YOLOv3 and carries out some test training sessions on COCO 2014 dataset.
Create YOLOv3 using PyTorch from scratch (Part-5)
In this post we create a Dataset and a DataLoader class to load the COCO 2014 detection data.
Create YOLOv3 using PyTorch from scratch (Part-4)
In this post we create 3 essential tools in the object detection task: IoU (Intersection-over-Union), NMS (Non-Maximum suppression) and mAP (mean Average Precision).
Create YOLOv3 using PyTorch from scratch (Part-3)
In this post we load pre-trained weights for the YOLOv3 model and run some test inferences.
Create YOLOv3 using PyTorch from scratch (Part-2)
This post talks about reading and parsing the YOLOv3 config file and building a Darknet-53 model using PyTorch.