Roboflow VS Data Scientist Workbench by IBM

Roboflow

Eliminating your boilerplate computer vision code

Data Scientist Workbench by IBM

Making open source data science easy

Landing page //
2023-08-18

Landing page //
2023-02-01

Roboflow

Website: roboflow.com
Pricing URL: Official Roboflow Pricing

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Data Scientist Workbench by IBM

Website: labs.cognitiveclass.ai
Pricing URL: -

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Roboflow features and specs

Ease of Use
Roboflow provides an intuitive user interface that simplifies the process of uploading, annotating, and managing datasets, making it accessible even for those with limited technical expertise.
Comprehensive Annotation Tools
Roboflow offers a wide range of annotation tools, supporting different types of tasks like object detection, classification, and segmentation, which enhances its flexibility for various projects.
Cloud-Based Platform
As a cloud-based solution, Roboflow allows users to access their projects and datasets from anywhere, promoting collaborative work settings and easy sharing.
Pre-trained Model Integration
Roboflow integrates with pre-trained models which can accelerate the development process and improve model accuracy by leveraging existing feature recognition capabilities.

Possible disadvantages of Roboflow

Cost
While Roboflow has free tiers, some advanced features require a paid subscription, which could be a barrier for individual developers or small teams with limited budgets.
Learning Curve for Advanced Features
Although generally user-friendly, mastering its more advanced features might require additional time and effort, especially for users without a background in machine learning.
Dependency on Internet Connectivity
As a cloud-based service, Roboflow requires a stable internet connection, which might limit its usability in environments with low connectivity.
Privacy Concerns
Uploading proprietary or sensitive datasets to a third-party cloud service can pose privacy risks and may concern users handling confidential data.

Data Scientist Workbench by IBM features and specs

No features have been listed yet.

Roboflow videos

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Category Popularity

0-100% (relative to Roboflow and Data Scientist Workbench by IBM)

Data Scientist Workbench by IBM

Developer Tools

79 79%

Developer Tools

21% 21

76 76%

24% 24

Productivity

100 100%

Productivity

0% 0

Data Science And Machine Learning

58 58%

Data Science And Machine Learning

42% 42

User comments

Share your experience with using Roboflow and Data Scientist Workbench by IBM. For example, how are they different and which one is better?

Social recommendations and mentions

Based on our record, Roboflow seems to be more popular. It has been mentiond 38 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.

Roboflow mentions (38)

Computer Vision Made Simple with ReductStore and Roboflow
Computer vision is transforming industries by automating decision making based on visual data. From facial recognition to autonomous driving, the need for efficient computer vision solutions is growing rapidly. This article explores how Roboflow combined with ReductStore, a time-series object store optimized for managing continuous data streams, can improve computer vision applications. ReductStore is designed... - Source: dev.to / 8 months ago
Ask HN: Who is hiring? (March 2024)
Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platform[1] provides tooling for image collection, annotation, dataset exploration and curation, training, and deployment. Over 250k engineers (including engineers from 2/3 Fortune 100 companies) build with Roboflow. We now host the largest collection of open source computer... - Source: Hacker News / about 1 year ago
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
Roboflow - create and deploy a custom computer vision model with no prior machine learning experience required. The free tier includes up to 1,000 free source images. - Source: dev.to / over 1 year ago
Ask HN: Who is hiring? (February 2024)
Roboflow | Open Source Software Engineer, Web Designer / Developer, and more. | Full-time (Remote, SF, NYC) | https://roboflow.com/careers?ref=whoishiring0224 [2]: https://roboflow.com/universe?ref=whoishiring0224 [4]: https://github.com/roboflow/supervision [6]: https://www.youtube.com/@Roboflow. - Source: Hacker News / over 1 year ago
[HIRING] Image annotators (~500 image annotations needed)
The annotations will be completed on the [Roboflow](https://roboflow.com) platform. The compensation for this project is $0.40 per image, totaling $200 for the completion of all 900 images. Source: about 2 years ago

Data Scientist Workbench by IBM mentions (0)

We have not tracked any mentions of Data Scientist Workbench by IBM yet. Tracking of Data Scientist Workbench by IBM recommendations started around Mar 2021.