Roboflow Reviews & Product Details

This tool is easy to use, offers a wide variety of annotation styles, and includes an auto-annotation feature. It makes training easier, and the data augmentation feature is superb. Ease of integration with Google Colab. l also managed to get help when l wanted more raining credits. Student-oriented, can train as many times as you want, different models. Review collected by and hosted on G2.com.

If there were some datasets readily available, integrated into. Review collected by and hosted on G2.com.

A solid central hub for managing object detection datasets, with a clean, user-friendly UI for annotation. It also makes collaborative work easy, so it’s straightforward to coordinate with others on the same project. Review collected by and hosted on G2.com.

Its pricing plan. I have to get a monthly subscription for downloading model weights. Also can't have atleast one private dataset. Review collected by and hosted on G2.com.

The thing I like is the data management in roboflow, the way I can create libraries of my projects, datasets, dataset versions, and prototypes; really makes handling and shuffling through a projects a breeze.

Also the ability to immediately start training my models really helps in quick prototyping. Review collected by and hosted on G2.com.

For now, it's just the recent reduction in free model types, but it's understandable due to the recent RAM inflation Review collected by and hosted on G2.com.

Exploring the full pipeline of computer vision from collecting data and annotations to model training and deploying for production Review collected by and hosted on G2.com.

I don't think there is bad things such a great platform, the only thing is maybe usage credit for a normal plan might be limited Review collected by and hosted on G2.com.

As part of my graduation project, Camera AI System, an intelligent monitoring platform deployed across buildings, theme parks, and night markets, we needed to process massive amounts of video and image data from dozens of cameras. Our use cases required annotation of complex objects such as:

- Faces to differentiate employees, guests, VIPs, and unknown persons

- People under challenging conditions (masks, low light, backlight, crowd scenes)

- Vehicles (cars, buggies) entering restricted areas

- Special behaviors such as crowd gatherings, wrong-way movement, or intrusions Review collected by and hosted on G2.com.

There are some limitations with Research account Review collected by and hosted on G2.com.

Roboflow is a comprehensive platform that enables teams to collaborate on dataset management, data preparation, and model training in an integrated workflow. The platform is under active development, with new features and improvements released frequently. Review collected by and hosted on G2.com.

Roboflow’s API is not yet fully mature, which can limit automation and deeper integration into custom pipelines. In addition, feature support is uneven across project types: object detection workflows are significantly more developed than others, with keypoint detection in particular lacking the same level of functionality and tooling. Review collected by and hosted on G2.com.

i love how much possibility Robo flow brings. I love how simple it is to use as a first time user. Review collected by and hosted on G2.com.

sometimes sorting through images in the data set can be a bit laggy Review collected by and hosted on G2.com.

Roboflow takes a lot of the friction out of dataset management, annotation, versioning, and model iteration, which makes computer vision workflows faster, smoother, and more reproducible. Review collected by and hosted on G2.com.

There is no support for multi-attribute annotations per object, which limits more complex labelling schemes, and advanced workflows can feel restrictive. Review collected by and hosted on G2.com.

The UI is very beginner-friendly. As someone starting out, I like being able to see the output easily, because it keeps me motivated to create and to learn more about the black box on my own. Review collected by and hosted on G2.com.

I think the roboflow universe can be modified for better experience Review collected by and hosted on G2.com.

What I like best about Roboflow is that it not only makes dataset preparation easy but also provides built-in model training and clear evaluation graphs that help me understand performance at a glance. I especially appreciate how simple it is to integrate the trained models into different applications, which makes the entire workflow—from data to deployment—smooth and enjoyable. Review collected by and hosted on G2.com.

What I dislike about Roboflow is that some of the best features and bigger dataset limits are only available in the paid plans, which can be tough for beginners or students who want to practice on larger projects. Review collected by and hosted on G2.com.