Software Alternatives, Accelerators & Startups

Adobe Photoshop VS Activeloop

Compare Adobe Photoshop VS Activeloop and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Adobe Photoshop logo Adobe Photoshop

Adobe Photoshop is a webtop application for editing images and photos online.

Activeloop logo Activeloop

Data lake for machine and deep learning. The fastest dataset management tool for computer vision.
  • Adobe Photoshop Landing page
    Landing page //
    2022-07-15
  • Activeloop Landing page
    Landing page //
    2021-09-20

About

Activeloop provides an optimized format for unstructured data, so users can stream their machine learning datasets while training ML models in PyTorch and TensorFlow. Activeloop acts as a data lake for deep learning on unstructured data and offers in-browser dataset visualization, querying, and version control. On top of those features, Activeloop integrates with experimentation and labeling tools to allow rapid iteration on computer vision datasets.

Activeloop supports the following use cases:

Machine Learning teams can apply Activeloop's data infrastructure to ship their models fast in the following use cases:

  1. AgriTech
  2. Audio processing
  3. Autonomous Vehicles & Robotics
  4. Biomedical and Healthcare ML
  5. Multimedia: Image enhancement, video enhancement, face detection, sports analytics, or machine learning for AR/VR
  6. Safety & Security: surveillance machine learning with biometrics, facial recognition, or crowd counting

Activeloop

$ Details
$450 / Monthly (Growth Plan for up to 10 users)
Platforms
AWS GCP Python
Release Date
2019 July

Adobe Photoshop features and specs

  • Comprehensive Editing Tools
    Adobe Photoshop offers an extensive range of tools and features for image manipulation, including layers, masks, retouching capabilities, and more. This makes it suitable for everything from basic photo editing to complex digital art creation.
  • Professional-Grade Quality
    Widely used by professional photographers, designers, and artists, Photoshop delivers high-quality results that meet industry standards for various creative projects.
  • Regular Updates
    Adobe frequently updates Photoshop with new features, improvements, and bug fixes, ensuring that users have access to the latest tools and technologies.
  • Extensive Plugin Support
    Photoshop supports a variety of third-party plugins, which can enhance its functionality and provide additional specialized tools for different creative needs.
  • Integration with Adobe Ecosystem
    Seamless integration with other Adobe Creative Cloud applications like Illustrator, Lightroom, and Premiere Pro allows for a smooth and efficient workflow across multiple creative tasks.

Possible disadvantages of Adobe Photoshop

  • High Cost
    Adobe Photoshop is relatively expensive, especially for individual users and small businesses. The subscription-based pricing model can be a significant financial commitment over time.
  • Steep Learning Curve
    The software's vast array of tools and features can be overwhelming for beginners. It often requires a substantial amount of time and effort to learn how to use Photoshop effectively.
  • Resource Intensive
    Photoshop can be demanding on computer resources, requiring a powerful machine with ample RAM and storage to run smoothly, especially when working with large files or complex projects.
  • Subscription Model
    The move to a subscription-only model (Creative Cloud) forces users to pay continuously for access to the software, which can be a drawback for those who prefer one-time purchases.
  • Occasional Bugs
    Despite regular updates, users may still encounter bugs or issues that can disrupt workflow. Some updates may introduce new bugs that need to be addressed.

Activeloop features and specs

No features have been listed yet.

Analysis of Adobe Photoshop

Overall verdict

  • Yes, Adobe Photoshop is generally regarded as a top-tier digital imaging software due to its comprehensive toolset and high level of precision. It is suitable for both beginners, who can benefit from tutorials and community support, and experienced users, who can take full advantage of its advanced features.

Why this product is good

  • Adobe Photoshop is considered one of the most powerful and versatile graphic design software available. It offers a wide range of tools and features for photo editing, graphic design, and digital art creation. Professionals appreciate its robust capabilities, extensive functionality, and regular updates that introduce new features and improvements. Its large user community also means there is a wealth of tutorials and resources available.

Recommended for

    Adobe Photoshop is recommended for photographers, graphic designers, digital artists, and anyone in need of advanced image manipulation capabilities. It is suitable for both professional projects and personal use, though its complexity and subscription model may not be ideal for casual users or those looking for a simple photo editing tool.

Analysis of Activeloop

Overall verdict

  • Activeloop is a solid choice for teams working with large-scale AI/ML datasets, particularly those involving unstructured data like images, video, and audio, offering a specialized data infrastructure (Deep Lake) that streamlines dataset versioning, storage, and streaming for machine learning workflows.

Why this product is good

  • Deep Lake format enables efficient storage and streaming of large unstructured datasets directly to ML training pipelines without full downloads
  • Built-in version control for datasets, similar to Git, making it easier to track changes and collaborate on data
  • Native integrations with popular ML frameworks like PyTorch and TensorFlow, plus support for vector search and LLM-based applications
  • Cloud-agnostic storage options allowing flexibility across AWS, GCP, and other providers
  • Strong focus on performance optimization for data loading, reducing bottlenecks in training large models
  • Growing ecosystem with support for multimodal data types, useful for computer vision and generative AI projects

Recommended for

  • ML engineers and data scientists working with large-scale image, video, or audio datasets
  • Teams building computer vision or multimodal AI applications
  • Organizations needing dataset version control integrated into their ML pipeline
  • Developers building retrieval-augmented generation (RAG) or LLM applications requiring vector storage
  • Startups and enterprises looking to optimize data loading performance for deep learning training
  • Teams seeking an alternative to traditional data lakes for AI-specific workloads

Adobe Photoshop videos

Adobe Photoshop CC 2019 NEW Features!

Activeloop videos

Activeloop Product Demo Video

Category Popularity

0-100% (relative to Adobe Photoshop and Activeloop)
Image Editing
100 100%
0% 0
Machine Learning
0 0%
100% 100
Graphic Design Software
100 100%
0% 0
Data Science
0 0%
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 Adobe Photoshop and Activeloop

Adobe Photoshop Reviews

  1. AbigailLaurens
    Industry Standard Photo Editor — Powerful but Steep & Pricey

    Adobe Photoshop remains the gold standard for photo editing, and for good reason. Whether I’m retouching images, compositing layers, designing graphics, or prepping photos for web or print, Photoshop has the tools to make it happen — and usually does them better than most competitors. The selection tools, masks, adjustment layers, and content-aware features give you control few other apps can match.

    There’s also a huge community and tons of tutorials, which means you’re rarely stuck without a solution when tackling something new. The updates keep adding useful capabilities, especially the newer AI-assisted tools that speed up tedious work like removing backgrounds.

    That said, it is overwhelming at first. There’s a lot to learn, and if you’re only doing casual edits, a lot of Photoshop’s power feels like overkill. The subscription model also means you’re paying monthly even if you don’t use it every day — which rubs some people the wrong way.

    Overall, Photoshop is a powerhouse for anyone serious about editing or design, but its cost and complexity mean it’s not perfect for everyone

    Pros:    Unmatched photo editing and manipulation tools.
    Cons:    Subscription-only pricing can be expensive for casual users.
  2. Sophie wesson
    · Working at Clipping path specialist ·
    Best photo editing software

    Many companies use this software for editing photos.

    Pros:    Trusted|Affordable price|Easy to use
    Cons:    Nothing
  3. Clipping Path Universe
    · Photo editing expert at Clipping Path Universe ·
    Clipping Path universe

    I use this for our company work and this works perfectly for image editing process.

    Competitors: GIMP
    Pros:    Trusted|Tools integrations
    Cons:    Price|Excellent support

10 Best Photopea Software Alternatives in 2024 (Free & Paid)
Photopea is a popular online photo editing tool that offers many of the features found in Adobe Photoshop but without the hefty price tag. It’s a great option for anyone looking for powerful editing capabilities without breaking the bank. However, Photopea isn’t the only option available. Photopea is a powerful image editor with PSD, XD, XCF, Sketch, and CDR files. Graphic...
Best Photo Editing Software for Mac: 5 Pro Alternatives to Adobe
If you’re looking for professional-grade alternatives to Adobe Photoshop and Lightroom for the best photo editing software for Mac, these five options will take your photography to the next level with their robust features, intuitive workflows, and powerful capabilities.
Best Adobe Photoshop alternatives of 2024
Krita is open-source and free alternative to Adobe Photoshop, backed by a huge community of developers and talented artists who share artwork and methods. If you’re looking for an active user base that’s invested in discussing and sharing art, Krita is a great Photoshop alternative for drawing.
7 BEST Procreate Alternatives for Android (2023)
Adobe Photoshop sketch supports the broadest range of file formats for imports and exports. It has multiple built-in professional drawing tools for tasks such as alpha compositing, image wrapping, and masking. You can also use Adobe’s online tutorials to quickly learn concepts of Photoshop, color grading, and photo editing.
Source: www.guru99.com
10 Helpful Black Background Remover Review
Adobe Photoshop is one of the most reliable photo editing software that offers a ton of cutting-edge tools and can be used for accurately removing black backgrounds.

Activeloop Reviews

We have no reviews of Activeloop yet.
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Social recommendations and mentions

Based on our record, Activeloop seems to be more popular. It has been mentiond 4 times since March 2021. 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.

Adobe Photoshop mentions (0)

We have not tracked any mentions of Adobe Photoshop yet. Tracking of Adobe Photoshop recommendations started around Mar 2021.

Activeloop mentions (4)

  • [P] I built a Chatbot to talk with any Github Repo. 🪄
    This repository contains two Python scripts that demonstrate how to create a chatbot using Streamlit, OpenAI GPT-3.5-turbo, and Activeloop's Deep Lake. The chatbot searches a dataset stored in Deep Lake to find relevant information and generates responses based on the user's input. Source: over 3 years ago
  • [D] NLP has HuggingFace, what does Computer Vision have?
    u/Remote_Cancel_7977 we just launched 100+ computer vision datasets via Activeloop Hub yesterday on r/ML (#1 post for the day!). Note: we do not intend to compete with HuggingFace (we're building the database for AI). Accessing computer vision datasets via Hub is much faster than via HuggingFace though, according to some third-party benchmarks. :). Source: over 4 years ago
  • [P] Database for AI: Visualize, version-control & explore image, video and audio datasets
    Hub, our open-source package, lets you stream datasets while training to PyTorch/TensorFlow. Check out how we achieved 95% GPU utilization while training on ImageNet at 50% less cost. We're building the Database for AI, with everything it should contain. If there's an adjacent feature that would make it more useful for your workflow, do let us know! Source: over 4 years ago
  • [P] Database for AI: Visualize, version-control & explore image, video and audio datasets
    I'm Davit from Activeloop (activeloop.ai). Source: over 4 years ago

What are some alternatives?

When comparing Adobe Photoshop and Activeloop, you can also consider the following products

GIMP - GIMP is a multiplatform photo manipulation tool.

Iterative.ai - Iterative removes friction from managing datasets and ML models and introduces seamless data scientists collaboration.

Canva - Canva is a graphic-design platform with a drag-and-drop interface to create print or visual content while providing templates, images, and fonts. Canva makes graphic design more straightforward and accessible regardless of skill level.

Pachyderm - Pachyderm is an open source analytics engine that uses Docker containers for distributed computations.

Affinity Photo - Affinity is the imaging and design suite for creative professionals exclusively for Mac.

Scale - Get human tasks done with just one line of code.