Knock your images before these make you painful.

Overview

image-knocker

Knock your images before these make you painful.

Background

One day, I had run my deep learning model training program and got off work on Friday. When I checked the training process on Monday after arriving at work, the program was terminated because of some images that cannot be opened by image processing libraries like PIL.

I developed this project to check images that cannot be opened by image processing libraries before running computer vision applications.

image-knocker is very fast and simple!

Install

pip install image-knocker

Usage

[email protected]:~$ image-knocker --path dataset_path/ --exts png jpg jpeg

Output

if corrupted image in dataset:

  Knocking... Root Path: D:\datasets\detection\VOCdevkit
  100%|██████████████████| 34179/34179 [00:03<00:00, 10911.31it/s]
  Corrupted image files are detected!
  D:/datasets/detection/VOCdevkit/outlier.png
  Corrupted image file list is saved to D:\datasets\detection\corrupted_imgs_list.txt

else:

  Knocking... Root Path: D:\datasets\detection\VOCdevkit
  100%|██████████████████| 34178/34178 [00:04<00:00, 7792.30it/s]
  There are no corrupted image files! 
  All images were loaded successfully using PIL.Image.open!
Owner
Yonghye Kwon
practical
Yonghye Kwon
A charmed operator for running PGbouncer on kubernetes.

operator-template Description TODO: Describe your charm in a few paragraphs of Markdown Usage TODO: Provide high-level usage, such as required config

Canonical 1 Dec 01, 2022
ZeroMQ bindings for Twisted

Twisted bindings for 0MQ Introduction txZMQ allows to integrate easily ØMQ sockets into Twisted event loop (reactor). txZMQ supports both CPython and

Andrey Smirnov 149 Dec 08, 2022
More than 130 check plugins for Icinga and other Nagios-compatible monitoring applications. Each plugin is a standalone command line tool (written in Python) that provides a specific type of check.

Python-based Monitoring Check Plugins Collection This Enterprise Class Check Plugin Collection offers a package of more than 130 Python-based, Nagios-

Linuxfabrik 119 Dec 27, 2022
MLops tools review for execution on multiple cluster types: slurm, kubernetes, dask...

MLops tools review focused on execution using multiple cluster types: slurm, kubernetes, dask...

4 Nov 30, 2022
Build Netbox as a Docker container

netbox-docker The Github repository houses the components needed to build Netbox as a Docker container. Images are built using this code and are relea

Farshad Nick 1 Dec 18, 2021
Iris is a highly configurable and flexible service for paging and messaging.

Iris Iris core, API, UI and sender service. For third-party integration support, see iris-relay, a stateless proxy designed to sit at the edge of a pr

LinkedIn 715 Dec 28, 2022
A repository containing a short tutorial for Docker (with Python).

Docker Tutorial for IFT 6758 Lab In this repository, we examine the advtanges of virtualization, what Docker is and how we can deploy simple programs

Arka Mukherjee 0 Dec 14, 2021
Ralph is the CMDB / Asset Management system for data center and back office hardware.

Ralph Ralph is full-featured Asset Management, DCIM and CMDB system for data centers and back offices. Features: keep track of assets purchases and th

Allegro Tech 1.9k Jan 01, 2023
Remote Desktop Protocol in Twisted Python

RDPY Remote Desktop Protocol in twisted python. RDPY is a pure Python implementation of the Microsoft RDP (Remote Desktop Protocol) protocol (client a

Sylvain Peyrefitte 1.6k Dec 30, 2022
Autoscaling volumes for Kubernetes (with the help of Prometheus)

Kubernetes Volume Autoscaler (with Prometheus) This repository contains a service that automatically increases the size of a Persistent Volume Claim i

DevOps Nirvana 142 Dec 28, 2022
A colony of interacting processes

NColony Infrastructure for running "colonies" of processes. Hacking $ tox Should DTRT -- if it passes, it means unit tests are passing, and 100% cover

23 Apr 04, 2022
A Habitica Integration with Github Workflows.

Habitica-Workflow A Habitica Integration with Github Workflows. How To Use? Fork (and Star) this repository. Set environment variable in Settings - S

Priate 2 Dec 20, 2021
Rundeck / Grafana / Prometheus / Rundeck Exporter integration demo

Rundeck / Prometheus / Grafana integration demo via Rundeck Exporter This is a demo environment that shows how to monitor a Rundeck instance using Run

Reiner 4 Oct 14, 2022
Rancher Kubernetes API compatible with RKE, RKE2 and maybe others?

kctl Rancher Kubernetes API compatible with RKE, RKE2 and maybe others? Documentation is WIP. Quickstart pip install --upgrade kctl Usage from lazycls

1 Dec 02, 2021
A cpp project template that uses CMake to build and Google Test / Github Actions to provide a CI

A cpp project template that uses CMake to build and Google Test / Github Actions to provide a CI

Martin Olivier 6 Nov 17, 2022
Automatically capture your Ookla Speedtest metrics and display them in a Grafana dashboard

Speedtest All-In-One Automatically capture your Ookla Speedtest metrics and display them in a Grafana dashboard. Getting Started About This Code This

Aaron Melton 2 Feb 22, 2022
Tools for writing awesome Fabric files

About fabtools includes useful functions to help you write your Fabric files. fabtools makes it easier to manage system users, packages, databases, et

1.3k Dec 30, 2022
Bash-based Python-venv convenience wrapper

venvrc Bash-based Python-venv convenience wrapper. Demo Install Copy venvrc file to ~/.venvrc, and add the following line to your ~/.bashrc file: # so

1 Dec 29, 2022