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RELEASE_NOTES.md

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v0.11.1 - 9/16/2020

-Upgrade multiple dependencies: pytorch, cuda, nvidia driver, mmdet

-Additional support for full frame classifiers

-Support viame csv for polygon saveout from desktop annotator

-Seal multi-view GUI fix zooming issue, allow scoring editing

v0.10.10 - 7/30/2020

-Fix issue on windows running CFRNN training from pipelines dropdown

-Fix issue in C++ hello world example

-Fix issue in linux running IQR search and rapid model generation

v0.10.9 - 4/30/2020

-Fix issue on windows with running CFRNN detectors at test time

-Fix issue with running detector downloading excess un-needed model files

v0.10.9 - 4/06/2020

-Fix issue with CFRNN training on windows

-Add continue training from prior model CFRNN script

-Fix issue in habcam model pack

v0.10.8 - 3/20/2020

-Fix issue with timeout in latest CFRNN training

v0.10.7 - 3/19/2020

-Fix issue with labels.txt file not being used in latest CFRNN training

v0.10.6 - 3/18/2020

-Fix scoring examples which became broken in last

-Add tracker training example for windows binaries

-Fix issue in running test-time multi-GPU from an image input list

-Add extra checks for project file scripts with early exits

v0.10.5 - 2/26/2020

-Add improved CFRNN training proceedure using netharn

v0.10.4 - 1/31/2020

-Fix issue in centos binaries backing X11 library

v0.10.3 - 1/13/2020

-Refine cascade faster rcnn training proceedure first pass

-Add tracker-assisted annotation for video

-Fix split track option in default annotator

-New seal multi-view GUI release

v0.10.2 - 12/1/2019

-Fix CentOS issues with unable to run pipelines (Ubuntu and Windows fine)

v0.10.2 - 11/25/2019

-Updated KWIVER in VIAME causing all add-ons to break and need to be regenerated

-Added in support for object tracking solely based on IOU and image stabilization

-Fixed issue in installers with measurement code after upgrading numpy versions

-Add simple mosaic generation script and related pipelines

-Add multiple seal tracking example pipelines

-Fix issues in prior v0.10.* releases on systems with no CUDA 10s installed

v0.10.1 - 11/16/2019

-Remove ball-tree indexing in favor of full LSH hash searches due to issues

-Begin packaging python in binaries for linux in addition to windows

v0.10.0 - 11/15/2019

-Baseline speed optimizations and bug fixes for IQR, significant database speedups

-Begin packaging python in binaries for windows, will do this for linux soon

v0.9.18 - 11/01/2019

-Fixed windows issues with running and training detectors introduced in last

v0.9.17 - 10/18/2019

-Quick fixes to make IQR GUI not crash on images of different size and large images

-Add SVM training tool example, for training SVMs from large amounts of annotations

-Misc tuning and bug fixes

v0.9.16 - 7/24/2019

-Lots of bug fixes (windows project files)

-Learning rate tuning for latest detection models

-CUDA 10.0 support

v0.9.13 - 5/30/2019

-Add missing .so files into CentOS and Ubuntu binaries to not require external packages

v0.9.12 - 5/21/2019

-Support local detection running for multiple variants of motion detectors

-All detector training routines now also generate KWIVER pipelines

-Remove index_existing and merged changes into index_defaults to reduce confusion

-Additional detection models

v0.9.11 - 5/16/2019

-New default and generic object detection models

-Improved IQR detector performance

-The default box detector training routine is now cascade rnn instead of yolo

v0.9.10.0 - 4/22/2019

-New detection techniques and default models: cascade faster rcnn, cfrnn with motion, YOLO-WTF

-Additional support for frame-level classification in the system

-Image registration example added, arctic seal examples

v0.9.9.7 - 3/19/2019

-Fixed a few issues in last relating to detector optimizations which broke things in last

-More intuitive final model saveouts

v0.9.9.6 - 2/25/2019

-Windows 7 runtime training tool fixes

-Better automatic video detection, don't process hidden files, dirs recursively or non-videos

-Show correct time offsets in query GUI from video start

v0.9.9.5 - 2/21/2019

-Fix bug added to deep training tool in last version

-Fix training tool windows error reporting

v0.9.9.4 - 2/18/2019

-Fix model saveout in windows binaries broken in last

-Updated default model training parameters

v0.9.9.3 - 2/13/2019

-Minor python change to drop dependency in standard use case

v0.9.9.2 - 2/12/2019

-Add train deep model from GUI dropdown

v0.9.9.1 - 2/6/2019

-Fix issues in prior release dealing with default indexing option and finding local models

v0.9.9.0 - 2/4/2019

-Add YOLOv3, YOLOv3 with Temporal Features detectors

-GUI bug fixes: issues with running embedded pipes and detections not always showing up

-Configuration file cleanup

-Remove multiple models from default installers, move to seperate .zips

v0.9.8.11 - 12/4/2018

-Improved timeline plotting for multi-video inputs

-Fixed issue in image list project files introduced in prior

-More intelligent default track classification probabilities which make use of keyframes

v0.9.8.10 - 11/26/2018

-Add automatic dynamic range compute for 16-bit imagery in GUI

-Expose video rate for image list processing in default project files

-Added extra error checking on indexing scripts involving databases, improved error reporting

v0.9.8.9 - 11/12/2018

-Allow video projects to process directory of directory of images

-Additional error checking on index formation

-Improvements to launch_timeline_viewer script

-Added GUI display dynamic range parameters for 16-bit imagery

v0.9.8.8 - 10/29/2018

-Fix issue with measurement example after config refactor

v0.9.8.7 - 10/25/2018

-Additional bug fixes and parameter tuning relating to tile boundaries when chipping enabled in detectors

v0.9.8.6 - 10/24/2018

-Fixed a bug in debayer and color correction filter .pipe which was causing garbled results in the example

-Added RELEASE_NOTES to binaries

-Fixes to Windows CPU-only binaries

-Fixes for properly processing greyscale imagery

-Non-maximum suppression tuning

-If there is a corrupt frame in the middle of a sequence, keep on processing in both GUI and CLI

v0.9.8.5 - 10/18/2018

-Improved video support in default project file run scripts

-Configuration files have been refactored and their structured cleaned up

-Additional annotation GUI embedded pipelines added, directory structure improved