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CHANGELOG.txt
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CHANGELOG.txt
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# Burobot Beta Version History
## beginning 20.09.2023
## 0.0.1 Beta - 02.02.2024
- Initial beta release!
### Features
- Best Model Finder using Grid Search
- Parameter Domination tools for Image Classification Model Finder (update_data_path, update_train_folder_path, update_device_memory, split, ...)
- Data Management Tools (Image Data Splitter, Duplicate Image Finder, Duplicate Image Deleter, Similar Image Finder, Similar Image Deleter, Image Count Equalizer, RGB Converter, Image Resizer, Image Data Augmentation Tool, Label to txt splitter, Image to txt splitter, Image and Label to txt splitter, ....)
- Data Collection Tools (Simple Data Collector, Image Data Collector, ...)
- Developer Tools (Image Data Loader, Image Data Counter, ...)
### NOTE
As this is the initial beta release, there might be some missing features and possible bugs. We will continue to work on enhancing the user experience. Your feedback is invaluable to us, so please don't hesitate to share your thoughts! We look forward to improving your experience further with future updates.
## 0.0.2 Beta - 02.02.2024
Features:
- Transformations between pascal_voc, coco, and yolo labels.
- Methods convertAllLabelFiles and convertAllLabelPoints for transforming multiple label data for convenience.
- Methods (loadLabel, saveLabel, loadAllLabels) for loading and saving labels of any type.
- Data augmentation with desired labels and saving in the preferred format.
- Various bug fixes.
## 0.0.3 Beta - 02.02.2024
Bugs in countClasses and equalizeClassCount methods have been fixed.
## 0.0.4 Beta - 02.02.2024
Fixed deleteSimilarDetections method.
## 0.0.5 Beta 03.02.2024
Fixed and optimized deleteSimilarDetections
## 0.0.6 Beta 03.02.2024
deleteSimilarDetections section was changed to last operation in data augmentation
## 0.0.7 Beta 03.02.2024
optimized deleteSimilarDetections
## 0.0.8 Beta 04.02.2024
optimized deleteSimilarDetections
Improved performance of deleteSimilarDetections function using threading. Warning! It has only been tested on the developer computer at the moment. Users may experience freezing problems when trying it on their own systems.
## 0.0.9 Beta 04.02.2024
- fixed dict error on splitDataToFolders
- convertAllLabelFiles no longer asks for image width and height
## 0.1.0 Beta 23.03.2024
- ImageClassification Scheme updated:
- Models are now saved with the .keras extension.
- Removed use_multiprocessing.
## 0.1.1 Beta 07.05.2024
- DominateLabeledImage updated:
Support for unequal image sizes, same detection check error.
- The deleteSimilarDetections function should now work on image datasets of different sizes.
- Fixed the error of checking the same tag in detection similarity check.
- opencv 'check file path/integrity' warning is now not printing anymore.
- Now, if the deleteSimilarDetections method is interrupted, it should delete the alone datas.
## 0.1.2 Beta 07.05.2024
- DominateLabeledImage:
- Images are now stored in memory instead of operations such as reading, writing and deleting files. However, the speed of the method needs to be increased.
- Multithreading structure has been edited.
- Fix Checking similar detections percent.
- Progress output improved.
- DominateImage:
- imgAreSimilar method now accepts numpy arrays