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Supervisely VS API Platform

Compare Supervisely VS API Platform and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Supervisely logo Supervisely

Supervisely helps people with and without machine learning expertise to create state-of-the-art...

API Platform logo API Platform

REST and GraphQL framework to build modern API-driven projects
  • Supervisely Landing page
    Landing page //
    2023-08-06
  • API Platform Landing page
    Landing page //
    2023-09-15

Supervisely features and specs

  • Comprehensive Toolset
    Supervisely offers a wide range of tools for image annotation, data management, and deep learning model training, providing a one-stop solution for computer vision projects.
  • Collaborative Platform
    It supports team collaboration with features for sharing projects, annotating data, and reviewing work, making it easier for teams to work together.
  • High Customizability
    Supervisely allows users to create custom plugins and automation scripts, offering flexibility to tailor the platform according to specific project needs.
  • Extensive Dataset Support
    The platform supports a wide variety of data formats and types, including images, videos, and 3D data, making it versatile for different applications.
  • Integrated Machine Learning
    Supervisely integrates machine learning capabilities, enabling users to train models directly on the platform and test them using their own annotated data.

Possible disadvantages of Supervisely

  • Cost
    Supervisely can be expensive, particularly for small teams or individual users, as it primarily targets enterprise customers.
  • Complexity
    Due to the breadth of features and tools, there may be a steep learning curve for new users, making it more challenging to get started quickly without adequate training.
  • Performance Issues
    Some users may experience performance issues, particularly when handling very large datasets or running multiple simultaneous tasks.
  • Cloud Dependency
    While a cloud-based platform offers accessibility advantages, it also means that users are dependent on internet connectivity and may face latency or downtime problems.
  • Limited Offline Features
    Supervisely's offline functionality is limited, which can be a drawback for users who need to work in environments with restricted or unreliable internet access.

API Platform features and specs

  • Rich Feature Set
    API Platform offers a comprehensive set of tools and features for building APIs, including schema generation, documentation, testing, and more, which can accelerate the development process.
  • GraphQL Support
    It provides built-in support for GraphQL, allowing developers to create flexible and efficient queries, which can improve client performance and reduce over-fetching of data.
  • Automatic CRUD Operations
    API Platform simplifies backend development by automatically generating CRUD (Create, Read, Update, Delete) operations from the model schema, reducing boilerplate code.
  • Integration with Symfony
    Built on top of Symfony, API Platform leverages Symfony's robustness, community support, and vast amount of plugins and bundles, which can enhance the APIโ€™s flexibility and extensibility.
  • API-First Design
    It supports designing APIs first with a specification-based approach, encouraging developers to define data models and interfaces before implementation, leading to clearer and more maintainable code.

Possible disadvantages of API Platform

  • Complexity for Simple APIs
    For simple or small-scale APIs, API Platform's extensive features can introduce unnecessary complexity, making it less suitable for straightforward projects where a simpler solution would suffice.
  • Learning Curve
    The comprehensive feature set can lead to a steeper learning curve for newcomers, especially those unfamiliar with Symfony or the API Platformโ€™s methodologies.
  • Symfony Dependency
    Since API Platform is deeply integrated with Symfony, it might not be the ideal choice for projects using different frameworks, as it would require adopting Symfonyโ€™s ecosystem.
  • Limited Community Compared to Larger Frameworks
    While it has a supportive community, API Platform is more niche compared to larger frameworks like Express or Django, which might result in fewer community resources or third-party tutorials.
  • Overhead on Performance
    The abstraction and features provided by API Platform may introduce some overhead, potentially impacting performance compared to more lightweight solutions optimized for specific use cases.

Analysis of Supervisely

Overall verdict

  • Overall, Supervisely is a good platform for computer vision projects due to its versatility and ease of use. It offers a complete ecosystem that caters to various stages of the machine learning pipeline, making it an efficient choice for both beginners and experienced practitioners.

Why this product is good

  • Supervisely is considered a robust platform for its comprehensive suite of tools designed for computer vision tasks. It provides capabilities for data labeling, neural network training, and deployment. Its user-friendly interface, collaborative features, and support for a wide range of formats and integrations make it appealing to both individual developers and enterprise teams.

Recommended for

  • Data scientists looking for a comprehensive tool for computer vision.
  • Companies needing a collaborative environment for AI projects.
  • Researchers who require a platform with extensive format support and integrations.
  • Developers wanting an easy-to-use interface for data annotation and model training.

Supervisely videos

+ Add

๐Ÿ› ๏ธBasic annotation overview - Supervisely

More videos:

  • Review - Cars annotation in Supervisely: Polygons vs. AI powered tool
  • Tutorial - Yolo v3 Tutorial #2 - Object Detection Training Part 1 - Create a Supervisely Cluster

API Platform videos

No API Platform videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to Supervisely and API Platform)

Supervisely

API Platform

Image Annotation
100 100%
Image Annotation
0% 0
Web Frameworks
0 0%
Web Frameworks
100% 100
Data Labeling
100 100%
Data Labeling
0% 0
Developer Tools
0 0%
Developer Tools
100% 100

User comments

Share your experience with using Supervisely and API Platform. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, API Platform should be more popular than Supervisely. It has been mentiond 39 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.

Supervisely mentions (6)

  • Way to label yolov7 images fast
    Another annotation tool that integrates prediction and training within the application is supervisely supervisely.com., unfortunately it's pretty expensive unless you are satisfied with the community version. I saw that they have an integration for owl-vit, which might be helpful for annotation of animals. https://ecosystem.supervisely.com/apps/serve-owl-vit. Source: about 3 years ago
  • 65 Blog Posts to Learn Data Science
    Hello world. This tutorial is a gentle introduction to building modern text recognition system using deep learning in 15 minutes. It will teach you the main ideas of how to use Keras and Supervisely for this problem. This guide is for anyone who is interested in using Deep Learning for text recognition in images but has no idea where to start. - Source: dev.to / over 3 years ago
  • Bounding Box for Text Annotation
    If they were videos, I would have suggested trying supervise.ly as it has a very good tracking functionality. Source: almost 4 years ago
  • CVAT alternatives for video frame annotation
    Hi, I'm exactly in the same boat like you are. I looked around for a while and the better solutions I found was supervise.ly and CVAT for video annotation. The pricetag on supervisely is pretty high, so I analyzed CVAT for a couple days and was positively surprised. Source: about 4 years ago
  • Accessing 2022 Machine Learning Imagery from WPI's Photo Album
    Under the WPI Photo Ambum section of the page for FRC field photos (https://www.firstinspires.org/robotics/frc/playing-field#WPIPhotos), they have a section of machine learning imagery. However, this link goes to supervise.ly, the website they use for machine learning. I created an account to attempt to download the images, however, whenever I try to 'clone' the project, it stalls at 0% and gives me an error... Source: about 4 years ago
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API Platform mentions (39)

  • Symfony 7 vs. .NET Core 8 - Controllers
    Another difference is that in .NET Core, we can integrate with OpenAPI out of the box (it is part of the framework), while in Symfony, an API-based application with OpenAPI features is only available using a third-party toolโ€”the API Platform. - Source: dev.to / about 2 years ago
  • Consistent validation with API Platform 3
    API Platform is a great tool for rapid API development, but it has a lot of not-so-well-documented features which can sometimes lead to confusion. Playing around with a new project of mine I've stumbled into one: tests were failing for my validation assertions of endpoints' responses! - Source: dev.to / about 2 years ago
  • Lucky like a 7 โ€” Seven SymfonyCasts Courses to Master Symfony 7
    Technically API Platform is not part of Symfony. Although, they are both French. ๐Ÿ˜‰. - Source: dev.to / over 2 years ago
  • Shot in the dark
    Probably API-platform. The website is down at the moment, but: https://github.com/api-platform/api-platform It's Symfony based (and plays nice in that ecosystem), also allows you to describe entities via Schema org vocab, has a client generator, and comes with docker-compose and helm charts. I've used it extensively to build various headless services. It's really easy to expose annotated Doctrine entities. Source: about 3 years ago
  • API Platform up and running in 5 minutes ๐Ÿš€
    API Platform is a framework for API-first projects, built on top of Symfony components. Let's see how to create a minimal and lightweight starter project in just 5 minutes! - Source: dev.to / about 3 years ago
View more

What are some alternatives?

When comparing Supervisely and API Platform, you can also consider the following products

Labelbox - Build computer vision products for the real world

Play Framework - An open source web framework which follows the model-view-controller architecture. It is light-weight, web-friendly, and stateless. It provides minimal overhead for highly-scalable applications.

Universal Data Tool - Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset

Adonis JS - AdonisJs is a Node.js web framework with breath of fresh air and drizzle of elegant syntax on top of it

CrowdFlower - Enterprise crowdsourcing for micro-tasks

ExpressJS - Sinatra inspired web development framework for node.js -- insanely fast, flexible, and simple

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