Starting Your First Project
Start your first Object Detection project on Roboflow . Dataset Upload --> Dataset Generation & Model Training with Roboflow Train. Plus: Quick insight into Dataset Health Check, selecting preprocessing & augmentation steps, exporting in different annotation formats, and deploying your model to run inference. Topics Covered: Creating Y...
Dataset Upload: Importing Videos from YouTube
Adding to Your Dataset A common issue we run into for computer vision projects, and especially those for which we're creating models that will run against video, or high-frame rate video, is finding data to augment our existing dataset ... or getting a dataset to start with at all! This is where Roboflow's YouTube video import feature comes in. All ...
Dataset Upload: Cloning Images from Roboflow Universe
Cloning Images to Your Project A common issue we run into for computer vision projects, is finding data to augment our existing dataset ... or getting a dataset to start with at all! This is where Roboflow Universe, and Roboflow Universe's "Clone Images" feature come into play: All you have to do is search Roboflow Universe for a dataset , enter th...
Dataset Upload: Roboflow Data Types
How to successfully upload your images, or videos, into Roboflow. Data can currently be added to Object Detection, Single-Label Classification, Multi-Label Classification, Instance Segmentation, and Semantic Segmentation projects (semantic segmentation: upload of masks is not yet supported, only annotations and images - export of masks is supported)...
The Labeling Interface
Be sure that you've uploaded a dataset before you get started: Dataset Upload: Roboflow Data Types On the right-hand side of the labeling interface, you will find the Toolbar. It contains the following options: Drag/Select(represented by a hand icon) allows you to select, edit, and drag individual annotations. Single-click an existing bounding box...
Workspaces, Projects, and Versions
Workspaces All Roboflow projects belong to a workspace. When you sign up for a Roboflow account, we automatically create an initial workspace for you. Workspaces are how you can manage who has access to what projects and what features are available for projects inside the workspace. Workspaces contain Projects which contain Versions that have train...
Labeling Guide: Object Detection
Annotating your images on Roboflow. How to create "ground truth" annotations that lead to better "model predictions." Is the issue with your mAP, precision, and recall "bad data"? Or is the issue, "bad annotations"? This is an important distinction to make. Yes, annotations are painful...but they also have a heavy bearing on the final outcome of you...
Uploading Classification Datasets
Uploading Classification Datasets If you are looking to label entire images as belonging to a class, then you will need to upload a classification dataset. Classification datasets require images/videos and are in distinct folders. Class names are derived based on the folder names. For example, if you are uploading images of dogs, cats, and raccoons,...
How to Use Roboflow Universe
How to Use Roboflow Universe You're likely on Roboflow Universe to search or explore datasets for computer and machine vision or Digital Transformation (DX); find new data to add to your own project or test and deploy models from Universe in your own applications. Roboflow Universe Overview | Roboflow Universe Announcement Fo...