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Video tutorials
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Video tutorials
Classification video tutorials
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
Labeling images for classification
Topics covered:
Labeling images during the upload
Adjusting the labels after the upload
Changing thedefault label for the image
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
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
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
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
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
Object detection and segmentation labeling tutorials
Labeling images for object detection tutorial
Topics covered:
Draw and adjust bounding boxes
Labeling shortcuts
Full screen mode
Fixed aspect ratio setting
Marking occluded objects
Download/Upload labels
Labeling images for segmentation tutorial
Topics covered:
Drawing and adjusting polygons
Adding holes inside polygons
Polygon groups
Fixed vertex count setting
Labeling shortcuts
Download/Upload labels
Labeling settings tutorial
Topics covered:
Override labels when uploading JSON setting
Auto labeling setting
Skip already labeled images setting
Object detection/segmentation line width setting
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