An executor that performs standard pre-processing and normalization on images.

Overview

ImagePreprocessor

An executor that performs standard pre-processing and normalization on images.

Usage

via Docker image (recommended)

from jina import Flow
	
f = Flow().add(uses='jinahub+docker://ImagePreprocessor')

via source code

from jina import Flow
	
f = Flow().add(uses='jinahub://ImagePreprocessor')
  • To override __init__ args & kwargs, use .add(..., uses_with: {'key': 'value'})
  • To override class metas, use .add(..., uses_metas: {'key': 'value})
You might also like...
PIX is an image processing library in JAX, for JAX.
PIX is an image processing library in JAX, for JAX.

PIX PIX is an image processing library in JAX, for JAX. Overview JAX is a library resulting from the union of Autograd and XLA for high-performance ma

Blue noise image stippling in Processing (requires GPU)
Blue noise image stippling in Processing (requires GPU)

Blue noise image stippling in Processing (requires GPU)

A Python package implementing various HDRI / Radiance image processing algorithms.
A Python package implementing various HDRI / Radiance image processing algorithms.

Colour - HDRI A Python package implementing various HDRI / Radiance image processing algorithms. It is open source and freely available under the New

image-processing exercises.
image-processing exercises.

image_processing Assignment 21 Checkered Board Create a chess table using numpy and opencv. view: Color Correction Reverse black and white colors with

clesperanto is a graphical user interface for GPU-accelerated image processing.
clesperanto is a graphical user interface for GPU-accelerated image processing.

clesperanto is a graphical user interface for a multi-platform multi-language framework for GPU-accelerated image processing. It is based on napari and the pyclesperanto-prototype.

Simple Python image processing & automatization project for a simple web based game
Simple Python image processing & automatization project for a simple web based game

What is this? Simple Python image processing & automatization project for a simple web based game Made using only Github Copilot (except the color and

Pixel Brush Processing Unit
Pixel Brush Processing Unit

Pixel Brush Processing Unit The Pixel Brush Processing Unit (PBPU for short) is a simple 4-Bit CPU I designed in Logisim while I was still in school a

Napari simpleitk image processing
Napari simpleitk image processing

napari-simpleitk-image-processing (n-SimpleITK) Process images using SimpleITK in napari Usage Filters of this napari plugin can be found in the Tools

A small Python module for BMP image processing.

micropython-microbmp A small Python module for BMP image processing. It supports BMP image of 1/2/4/8/24-bit colour depth. Loading supports compressio

Comments
  • Feature request: skip non-image files

    Feature request: skip non-image files

    Something like:

            for d in docs[traversal_paths]:
                if d.text is None:
                    if d.uri and d.tensor is None:
                        d.load_uri_to_image_tensor()
                    self._reshape(docs[traversal_paths])
                    self._normalize(docs[traversal_paths])
    

    I'd make a PR right now, but my brain is fuzzy from working on other stuff

    This ties into my PDF search engine - I've got text chunks and image chunks on the same level. I need to skip preprocessing on all the text chunks.

    opened by alexcg1 0
Releases(v0.1.0)
Owner
Jina AI
A Neural Search Company. We provide the cloud-native neural search solution powered by state-of-the-art AI technology.
Jina AI
Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Python

AICSImageIO Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Pure Python Features Supports reading metadata and imaging

Allen Institute for Cell Science - Modeling 137 Dec 14, 2022
Simple Python image processing & automatization project for a simple web based game

What is this? Simple Python image processing & automatization project for a simple web based game Made using only Github Copilot (except the color and

SGeri 2 Aug 15, 2022
Repair broken bookmarks to referenced files in Apple Photos

Repair Apple Photos Bookmarks Work in progress to repair file location bookmarks in Apple Photos. Background Starting in macOS 10.15/Catalina, photos

Rhet Turnbull 10 Nov 03, 2022
Png-to-stl - Converts PNG and text to SVG, and then extrudes that based on parameters

have ansible installed locally run ansible-playbook setup_application.yml this sets up directories, installs system packages, and sets up python envir

1 Jan 03, 2022
Snowfall - helpful image handling utils - abstracts various file and opencv and pil features into result oriented functions

snowfall helpful image handling utils - abstracts various file and opencv and pil features into result oriented functions usage examples: from image_h

Less Wright 2 Jan 09, 2022
Simple AI app that is guessing color of apple in picture

Apple Color Determinant Application that is guessing color of apple from image Install Pillow, sklearn and numpy, using command for your package manag

Gleb Nikitin 1 Oct 25, 2021
A GUI-based (PyQt5) tool used to design 2D linkage mechanism.

Pyslvs-UI A GUI-based (PyQt5) tool used to design 2D linkage mechanism. Planar Linkages Simulation Python-Solvespace: Kernel from Solvespace with Cyth

Yuan Chang 141 Dec 13, 2022
Tools for making image cutouts from sets of TESS full frame images

Cutout tools for astronomical images Astrocut provides tools for making cutouts from sets of astronomical images with shared footprints. It is under a

Space Telescope Science Institute 20 Dec 16, 2022
Transfers a image file(.png) to an Excel file(.xlsx)

Transfers a image file(.png) to an Excel file(.xlsx)

Junu Kwon 7 Feb 11, 2022
💯 Watermark your images with one line of command

Watermarker 💯 Watermark your images with one line of command 🧐 $ pip3 install

Orhan Emre Dikicigil 3 May 01, 2022
Gallery written in Python to manage your photos

GalleryMan Gallery written in Python to manage your photos Installation

Asian Cat 24 Dec 18, 2022
Anaglyph 3D Converter - A python script that adds a 3D anaglyph style effect to an image using the Pillow image processing package.

Anaglyph 3D Converter - A python script that adds a 3D anaglyph style effect to an image using the Pillow image processing package.

Kizdude 2 Jan 22, 2022
Bringing vtk.js into Dash and Python

Dash VTK Dash VTK lets you integrate the vtk.js visualization pipeline directly into your Dash app. It is powered by react-vtk-js. Docs Demo Explorer

Plotly 88 Nov 29, 2022
Computational Xmas Tree lights!

Computational Xmas Tree This repo contains the code for the computational illumination of a Christmas Tree! It is based on the work by Matt Parker fro

GSD6338 146 Dec 23, 2022
With this simple py script you will be able to get all the .png from a folder and generate a yml for Oraxen

Oraxen-item-to-yml With this simple py script you will be able to get all the .png from a folder and generate a yml for Oraxen How to use Install the

Akex 1 Dec 29, 2021
Python modules to work with large multiresolution images.

Large Image Python modules to work with large, multiresolution images. Large Image is developed and maintained by the Data & Analytics group at Kitwar

Girder 136 Jan 02, 2023
LabelMe annotation tool source code

LabelMe annotation tool source code Here you will find the source code to install the LabelMe annotation tool on your server. LabelMe is an annotation

MIT CSAIL Computer Vision 1.3k Jan 03, 2023
Advance Image Steganography

Chaya Advance Image Steganography Using LSB-LPS + AES-256-GCM + FLIF Right To Privacy! United Nations Declaration of Human Rights (UDHR) 1948, Article

XeroHack 113 Dec 02, 2022
A python based library to help you create unique generative images based on Rarity for your next NFT Project

Generative-NFT Generate Unique Images based on Rarity A python based library to help you create unique generative images based on Rarity for your next

Kartikay Bhutani 8 Sep 21, 2022
A tool to maintain an archive/mirror of your Google Photos library for backup purposes.

Google Photos Archiver Updated Instructions 8/9/2021 Version 2.0.6 Instructions: Download the script (exe or python script listed below) Follow the in

Nick Dawson 116 Jan 03, 2023