Video tutorials

Image labeling tutorials

Labeling tool tutorial

Labeling tool tutorial

Topics covered:

Labeling bounding boxes, polygons, bitmaps
Adding keypoints ant attributes
Converting bounding boxes and polygons to bitmaps and vice-versa
Labeling occluded objects
Using smart labeling tool
Downloading and uploading image labels

Managing labeling projects tutorial

Managing labeling projects tutorial

Topics covered:

Sharing projects
Managing roles and permissions
Tracking image labeling time
Filtering images
Reviewing labeled images
Labeling settings

Labeling images for classification

Labeling images for classification

Topics covered:

Labeling images during the upload
Adjusting the labels after the upload
Changing thedefault label for the image

Classification video tutorials

Basic workflow tutorial

Basic workflow tutorial

Topics covered:

Training a single label classification model
Analyzing model's performance
Using the model inside the platform or via REST API

Selecting images for training

Selecting images for training

Topics covered:

The default platform's behavior - training on all images
Filtering images by label or by type
Selecting images for training manually

Training a single label classification model in detail

Training a single label classification model in detail

Topics covered:

Explanation of training parameters
The relationship of per-class and global performance statistics
Viewing and downloading predictions on train/validation sets
Analyzing the learning curves
Analyzing the confusion matrix
Using the model inside the platform or via REST API

Training a multi-label classification model in detail

Training a multi-label classification model in detail

Topics covered:

Uploading images from a folder
Uploading image classification labels
Including/excluding image labels from training
Analyzing multi-label predictions
Changing score thresholds for classification
Analyzing precision-recall curve
The definition of "best" and "last" model
Making multi-label predictions

Training a model on one class tutorial

Training a model on one class tutorial

Topics covered:

How to train a classification model on one class
How to train multiple one-class classification models in an easy way

Similarity search tutorial

Similarity search tutorial

Image similarity search tutorial

Topics covered:

1vN similarity search by uploading image
1vN simiarlity search by choosing an image from your data set
NvN similarity search
Similarity search history
Similarity search via REST api

labeling-by-image-similarity-tutorial

Labeling by image similarity tutorial

Topics covered:

Labeling by image similarity feature
Changing parameters
Adjusting suggested labels manually
Performing AI-assisted labeling iteratively
Downloading classification labels

Object detection tutorial

Object detection training tutorial

Object detection training tutorial

Topics covered:

Basics of bounding box labeling
Selecting parameters
Training object detection model
Analyzing learning curve
Analyzing statistics and predictions
Analyzing precision-recall curve
Changing score thresholds
Downloading model or using it online

€0,00