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NumPy VS Prisma

Compare NumPy VS Prisma and see what are their differences

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  3. » Reviews
  4. » Alternatives

NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python

Prisma logo Prisma

Art filters using artificial intelligence to transform your photos into classic artwork.
  • NumPy Landing page
    Landing page //
    2023-05-13
  • Prisma Landing page
    Landing page //
    2023-05-11

NumPy features and specs

  • Performance
    NumPy operations are executed with highly optimized C and Fortran libraries, making them significantly faster than standard Python arithmetic operations, especially for large datasets.
  • Versatility
    NumPy supports a vast range of mathematical, logical, shape manipulation, sorting, selecting, I/O, and basic linear algebra operations, making it a versatile tool for scientific and numeric computing.
  • Ease of Use
    NumPy provides an intuitive, easy-to-understand syntax that extends Python's ability to handle arrays and matrices, lowering the barrier to performing complex scientific computations.
  • Community Support
    With a large and active community, NumPy offers extensive documentation, tutorials, and support for troubleshooting issues, as well as continuous updates and enhancements.
  • Integrations
    NumPy integrates seamlessly with other libraries in Python's scientific stack like SciPy, Matplotlib, and Pandas, facilitating a streamlined workflow for data science and analysis tasks.

Possible disadvantages of NumPy

  • Memory Consumption
    NumPy arrays can consume large amounts of memory, especially when working with very large datasets, which can become a limitation on systems with limited memory capacity.
  • Learning Curve
    For users new to scientific computing or coming from different programming backgrounds, understanding the intricacies of NumPy's operations and efficient usage can take time and effort.
  • Limited GPU Support
    NumPy primarily runs on the CPU and doesn't natively support GPU acceleration, which can be a disadvantage for extremely compute-intensive tasks that could benefit from parallel processing.
  • Dependency on Python
    Since NumPy is a Python library, it depends on the Python runtime environment. This can be a limitation in environments where Python is not the primary language or isn't supported.
  • Indexing Complexity
    Although NumPy's slicing and indexing capabilities are powerful, they can sometimes be complex or unintuitive, especially for multi-dimensional arrays, leading to potential errors and confusion.

Prisma features and specs

  • High-Quality Filters
    Prisma offers a variety of artistic filters that can turn ordinary photos into works of art, mimicking styles of famous artists.
  • User-Friendly Interface
    The app features an intuitive and easy-to-navigate interface, making it accessible for users of all experience levels.
  • Regular Updates
    Prisma provides regular updates to keep the app fresh and secure, often releasing new filters and features.
  • Cross-Platform
    Available on both iOS and Android platforms, allowing a wider range of users to enjoy its features.
  • Social Media Integration
    Prisma allows easy sharing to social media platforms, making it convenient for users to showcase their edited photos.

Possible disadvantages of Prisma

  • Performance Issues
    Some users report that the app can be slow, especially when applying more complex filters.
  • Subscription Model
    While Prisma offers a free version, access to premium filters and features requires a subscription, which might not be suitable for all users.
  • High Data Usage
    The app can consume a lot of data, especially when downloading new filters or uploading high-resolution photos.
  • Limited Offline Functionality
    Most of Prisma’s features require an internet connection, which can be a limitation in areas with poor connectivity.
  • Privacy Concerns
    As with many photo apps, there are concerns about data security and how user images are stored and used.

NumPy videos

+ Add

Learn NUMPY in 5 minutes - BEST Python Library!

More videos:

  • Review - Python for Data Analysis by Wes McKinney: Review | Learn python, numpy, pandas and jupyter notebooks
  • Review - Effective Computation in Physics: Review | Learn python, numpy, regular expressions, install python

Prisma videos

+ Add

PRISMA 2020: updated guidelines for reporting systematic reviews and meta-analyses

More videos:

  • Review - PRISMA GUIDELINES FOR SYSTEMATIC REVIEW and META-ANALYSIS
  • Review - PRISMA Methods Systematic Review of Diagnostic Studies

Category Popularity

0-100% (relative to NumPy and Prisma)

NumPy

Prisma

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Digital Drawing And Painting
0 0%
Digital Drawing And Painting
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Image Editing
0 0%
Image Editing
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare NumPy and Prisma

NumPy Reviews

25 Python Frameworks to Master
SciPy provides a collection of algorithms and functions built on top of the NumPy. It helps to perform common scientific and engineering tasks such as optimization, signal processing, integration, linear algebra, and more.
Source: kinsta.com
Top 8 Image-Processing Python Libraries Used in Machine Learning
Scipy is used for mathematical and scientific computations but can also perform multi-dimensional image processing using the submodule scipy.ndimage. It provides functions to operate on n-dimensional Numpy arrays and at the end of the day images are just that.
Source: neptune.ai
Top Python Libraries For Image Processing In 2021
Numpy It is an open-source python library that is used for numerical analysis. It contains a matrix and multi-dimensional arrays as data structures. But NumPy can also use for image processing tasks such as image cropping, manipulating pixels, and masking of pixel values.
Source: www.analyticsvidhya.com
4 open source alternatives to MATLAB
NumPy is the main package for scientific computing with Python (as its name suggests). It can process N-dimensional arrays, complex matrix transforms, linear algebra, Fourier transforms, and can act as a gateway for C and C++ integration. It's been used in the world of game and film visual effect development, and is the fundamental data-array structure for the SciPy Stack,...
Source: opensource.com

Prisma Reviews

  1. shah7
    · Admin at Lensa Mod ·
    Lensa

    Prisma AI is a computer vision and AI company that specializes in developing deep learning algorithms for image and video processing. It offers a range of products for object recognition, image and video classification, and style transfer. Many users have praised its ease of use and accurate results. However, like any technology, it has its limitations and may not always provide the best results for all use cases.

5 Apps Like Prisma Photo Editor
Prisma Photo Editor is an elegant photo editing platform that creates awesome photos while letting you apply tons of amazing features, effects, and functionalities right away. You can make your pics look awesome while applying Prisma’s effects and filters.
Source: www.justalternativeto.com
11 Best AI-Powered Photo Editor Software and Apps for Professionals
Prisma recently rolled out another similar AI-powered editing app named Lensa, which’s solely made for selfies and portrait photos. It can cover up pimples, dark circles and do other skin corrections along with overall enhancements.
Source: geekflare.com
Best free and paid photo editing apps for iPhone and Android
Prisma doesn't deal with subtle filters and basic image corrections. Instead, its trippy filters will transform your images into often bizarre artistic creations. The results have a painterly effect and indeed many filters are inspired by artists such as Salvador Dali and Picasso. The filters are strong, and while you can tweak them, not every filter will work with every...
Source: www.cnet.com
5 Free Prisma Alternative Software for Windows to Turn Photos into Art
If you love turning photos into artwork, then you must love the Prisma app. However, it doesn’t offer any desktop client and only works on Android and iPhone. But, what if you want to turn your photos into artwork while working on PC? Well, then using some of the Prisma alternative software for Windows is probably the best option for you to do the same. To ease up things for...
Source: www.ilovefreesoftware.com

Social recommendations and mentions

Based on our record, NumPy seems to be a lot more popular than Prisma. While we know about 119 links to NumPy, we've tracked only 5 mentions of Prisma. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

NumPy mentions (119)

  • Building an AI-powered Financial Data Analyzer with NodeJS, Python, SvelteKit, and TailwindCSS - Part 0
    The AI Service will be built using aiohttp (asynchronous Python web server) and integrates PyTorch, Hugging Face Transformers, numpy, pandas, and scikit-learn for financial data analysis. - Source: dev.to / 4 months ago
  • F1 FollowLine + HSV filter + PID Controller
    This library provides functions for working in domain of linear algebra, fourier transform, matrices and arrays. - Source: dev.to / 8 months ago
  • Intro to Ray on GKE
    The Python Library components of Ray could be considered analogous to solutions like numpy, scipy, and pandas (which is most analogous to the Ray Data library specifically). As a framework and distributed computing solution, Ray could be used in place of a tool like Apache Spark or Python Dask. It’s also worthwhile to note that Ray Clusters can be used as a distributed computing solution within Kubernetes, as... - Source: dev.to / 8 months ago
  • Streamlit 101: The fundamentals of a Python data app
    It's compatible with a wide range of data libraries, including Pandas, NumPy, and Altair. Streamlit integrates with all the latest tools in generative AI, such as any LLM, vector database, or various AI frameworks like LangChain, LlamaIndex, or Weights & Biases. Streamlit’s chat elements make it especially easy to interact with AI so you can build chatbots that “talk to your data.”. - Source: dev.to / 9 months ago
  • A simple way to extract all detected objects from image and save them as separate images using YOLOv8.2 and OpenCV
    The OpenCV image is a regular NumPy array. You can see it shape:. - Source: dev.to / 9 months ago
View more

Prisma mentions (5)

  • How would generating art in private work ?
    What if I just want to make a few? However if you're hoping to do this just for a few images then there are some very low cost apps (often free if you plan it right) which use Stable Diffusion and Dreambooth in the background to produce the personalised images. One such example is Lensa. Source: about 2 years ago
  • Catching The Morning Sun
    Perhaps, or they just used an app like Prisma to add that “painting” effect. Source: about 3 years ago
  • Need your review. As a backend dev are you happy with GraphQL vs REST?
    I had to deal with this more in Rails whereas in Node/Apollo, using Prisma made composing efficient/perform ant SQL queries trivial: https://www.prisma.io/. Source: over 3 years ago
  • Carrack phone wallpaper edited using style transfer
    I really liked this wallpaper by /u/MadDaz and I tried using style transfers using prisma-ai.com to generate images a bit more abstract. Here are the results! Source: almost 4 years ago
  • Rare Rye Rose Mash-up
    Thanks - I made it on my android phone using Prisma and Snapseed. Source: almost 4 years ago

What are some alternatives?

When comparing NumPy and Prisma, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Deepart.io - Artificial intelligence turning your photos into art

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Deep Dream Generator - Create inspiring visual content in a collaboration with our AI enabled tools.

OpenCV - OpenCV is the world's biggest computer vision library

Deep Art Effects - Deep Art Effects transforms your photos and videos into works of neural art using artistic style transfer of famous artists.

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