Deep Learning Bundle
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Deep Learning Bundle
This is a Convolutional Neural Network-based inspection libraries
The Highlight Features
- Set of Deep Learning inspection libraries optimized for machine vision applications
- Performs image classification, supervised or unsupervised segmentation and object localization
- Simple API
- Includes the free Deep Learning Studio application for dataset creation, training and evaluation
- Supports data augmentation and masks
- Compatible with CPU and GPU processing
The bundle includes
- EasyClassify
- EasySegment
- EasyLocate
The Bundle
EasyClassify
EasyClassify is the classification tool of Deep Learning Bundle. EasyClassify requires the user to label training images, that is to tell which ones are good and which ones are bad, or which ones belong to which class. After this learning/training process, the EasyClassify library is able to classify images. For any given image, it returns a list of probabilities, showing the likelihood that the image belongs to each of the classes it has been taught. For example, if the process requires setting apart bad parts from good ones, EasyClassify returns whether each part is good or bad, and with what probability.
EasyLocate
EasyLocate is the localization and identification library of Deep Learning Bundle. It is used to locate and identify objects, products, or defects in the image. It has the capability of distinguishing overlapping objects and, as such, EasyLocate is suitable for counting the number of object instances. In practice, EasyLocate predicts the bounding box surrounding each object, or defect, it has found in the image and assigns a class label to each bounding box. It must be trained with images where the objects or defects that must be found have been annotated with a bounding box and a class label.
EasySegment
EasySegment is the segmentation tool of Deep Learning Bundle. EasySegment performs defect detection and segmentation. It identifies parts that contain defects, and precisely pinpoints where they are in the image.
Extra Note
- All Open eVision libraries are available for Windows and Linux
- Developed with the support of the DG06 Technology Development Department
- Compatibility with 3D sensors
- Supported by Neo Licensing System
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