5.6.0.11256 (November 18, 2025)

• Resuming training job again resets iteration count and no longer includes original job's iteration count in overall tally (thereby it is no longer necessary to extend iteration limit in training parameters).
• Fixed bug that could cause mismatch between training and inference in datasets with big image size variations in Objects Location tool.

5.6.0.11204 (September 28, 2025)

• Improved Objects Classification performance for high network depth.
• It is no longer possible to switch between Objects Location architectures during model training or resume training using wrong architecture.
• Adjusted error message upon attempting to train images for Feature Detection and Point Location tools with Downsample and/or Feature Size parameters set to values which would render image tiles too small to perform training on.

5.6.0.11170 (August 26, 2025)

• Fixed issue with wrong error thrown when inferring Deep Learning model after service restart.
• Heatmap threshold calculation in Anomaly Detection now works correctly.
• Added functionality to mask parts of image in Anomaly Detection tool (compatible only with models trained on this version and above).

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5.5.0.10786 (June 12, 2025)

• Improved Noise augmentation's impact upon model training.
• Fixed very rare issue with heatmap level set to 0 causing Anomaly Detection Similarity Based model to crash.

5.5.0.10742 (April 28, 2025)

• Improved post-training handling of object memory.
• Redundant operations were removed resulting in improved performance of SimilarityBased network type in Anomaly Detection 2.

5.5.0.10700 (March 13, 2025)

• Solved issue with decreased accuracy and performance of Locate Points compared to older software versions.
• Updated Deep Learning library for better compatibility with future CUDA releases.

5.5.0.10640 (January 13, 2025)

• Fixed issue with Object Location model interrupting after timeout because of unrecorded batch computation.
• Fixed problem with "washed out" heatmap display in SimilarityBased network type of Anomaly Detection tool.

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5.4.0.10369 (November 4, 2024)

• Fixed issue with CPU version of Deep Learning Editor attempting to train model using GPU, even with no GPU being available in system.
• Fixed heatmap display and improved score calculation in Anomaly Detection tool's Golden Template network type.

5.4.0.10357 (October 18, 2024)

• Fixed bug with Rotation augmentation in Object Classification tool causing training to yield incorrect result when set to values about 10 and beyond.
• Fixed issue with GPU-trained models returning Runtime Error when attempting to infer using CPU.

5.4.0.10304 (August 9, 2024)

• Improved training speed for SimilarityBased tool.