* Fix: loss, archive, ema by JSabadin in https://github.com/luxonis/luxonis-train/pull/216 * Fix for registering predefined models in Config by klemen1999 in https://github.com/luxonis/luxonis-train/pull/217
What's Changed * Metrics Cleanup by kozlov721 in https://github.com/luxonis/luxonis-train/pull/196 * Feature: FOMO Confusion Matrix by JSabadin in https://github.com/luxonis/luxonis-train/pull/199 * Add unit tests for attached modules by JSabadin in https://github.com/luxonis/luxonis-train/pull/204 * Support per-class torchmetrics by JSabadin in https://github.com/luxonis/luxonis-train/pull/206 * Formatting, linting, general cleanup by kozlov721 in https://github.com/luxonis/luxonis-train/pull/198 * Lightning Module Cleanup by kozlov721 in https://github.com/luxonis/luxonis-train/pull/205 * ATSS Assigner not used anymore for detection by default by kozlov721 in https://github.com/luxonis/luxonis-train/pull/203 * Fix: best_val_metric.ckpt Upload Issue by JSabadin in https://github.com/luxonis/luxonis-train/pull/207 * Fix: Resuming Training from Checkpoint by JSabadin in https://github.com/luxonis/luxonis-train/pull/208 * Docs: Updated extraction rules by kozlov721 in https://github.com/luxonis/luxonis-train/pull/211 * Fix: Logging Images bug by JSabadin in https://github.com/luxonis/luxonis-train/pull/212 * Fix Splits Bug by JSabadin in https://github.com/luxonis/luxonis-train/pull/213 * Fix Logging Bug by JSabadin in https://github.com/luxonis/luxonis-train/pull/214 * Fix logging bug by JSabadin in https://github.com/luxonis/luxonis-train/pull/215
0.3.3beta
What's Changed * Fix: Blob path by kozlov721 in https://github.com/luxonis/luxonis-train/pull/200 * Ligther and Improved Tests by kozlov721 in https://github.com/luxonis/luxonis-train/pull/194 * CLI: Migration from `typer` to `cyclopts` by kozlov721 in https://github.com/luxonis/luxonis-train/pull/195 * LuxonisTrain `v0.3.3` by kozlov721 in https://github.com/luxonis/luxonis-train/pull/202
What's Changed * Enhance TAL with OKS by JSabadin in https://github.com/luxonis/luxonis-train/pull/182 * Fix/docs improvements by JSabadin in https://github.com/luxonis/luxonis-train/pull/180 * link to examples by JSabadin in https://github.com/luxonis/luxonis-train/pull/183 * Matched subtype of models to DAI subtype by klemen1999 in https://github.com/luxonis/luxonis-train/pull/185 * Fix strides shape by JSabadin in https://github.com/luxonis/luxonis-train/pull/184 * Devops: Use the dev version of `luxonis-ml` by kozlov721 in https://github.com/luxonis/luxonis-train/pull/189 * Fix: Loading saved configs by kozlov721 in https://github.com/luxonis/luxonis-train/pull/188 * Fix the prototype's instance segmentation model attach index by JSabadin in https://github.com/luxonis/luxonis-train/pull/190 * Loader `update_mode` by kozlov721 in https://github.com/luxonis/luxonis-train/pull/187 * Improved tests by JSabadin in https://github.com/luxonis/luxonis-train/pull/191
What's Changed * Pinned down mdormat-gfm version by klemen1999 in https://github.com/luxonis/luxonis-train/pull/147 * feat:grad-clip by JSabadin in https://github.com/luxonis/luxonis-train/pull/146 * Updated weights loading for DDRNet by klemen1999 in https://github.com/luxonis/luxonis-train/pull/148 * fix: ddp bug by JSabadin in https://github.com/luxonis/luxonis-train/pull/145 * Removed extra params when creating archive by klemen1999 in https://github.com/luxonis/luxonis-train/pull/149 * add confusion matrix to predefined models by JSabadin in https://github.com/luxonis/luxonis-train/pull/150 * Updated predefined models README with inference speeds. by JSabadin in https://github.com/luxonis/luxonis-train/pull/153 * Nested Labels Integration by kozlov721 in https://github.com/luxonis/luxonis-train/pull/151 * Fix FOMO head by JSabadin in https://github.com/luxonis/luxonis-train/pull/152 * Feature Efficientvit by JSabadin in https://github.com/luxonis/luxonis-train/pull/154 * Fixed docs by kozlov721 in https://github.com/luxonis/luxonis-train/pull/157 * fix ema checkpoint loading by JSabadin in https://github.com/luxonis/luxonis-train/pull/156 * Fix: Ensure Compatibility of Detection Model Input Shape by JSabadin in https://github.com/luxonis/luxonis-train/pull/155 * Instance Segmentation Head by JSabadin in https://github.com/luxonis/luxonis-train/pull/144 * Embeddings Models by kozlov721 in https://github.com/luxonis/luxonis-train/pull/159 * fix assigners by JSabadin in https://github.com/luxonis/luxonis-train/pull/161 * OCR recognition model by sokovninn in https://github.com/luxonis/luxonis-train/pull/158 * Fix Keypoint & Instance Segmentation Training Hyperparameters by JSabadin in https://github.com/luxonis/luxonis-train/pull/163 * update smart_auto_populate by JSabadin in https://github.com/luxonis/luxonis-train/pull/165 * Task improvements by kozlov721 in https://github.com/luxonis/luxonis-train/pull/162 * `loguru` by kozlov721 in https://github.com/luxonis/luxonis-train/pull/164 * Missing types and `pyleft` by kozlov721 in https://github.com/luxonis/luxonis-train/pull/160 * Moved alphabet resolving for OCR model by kozlov721 in https://github.com/luxonis/luxonis-train/pull/168 * Fix Bug in Anomaly Detection Model by JSabadin in https://github.com/luxonis/luxonis-train/pull/167 * Tuner: Remove Failing and Non-Working Callbacks by JSabadin in https://github.com/luxonis/luxonis-train/pull/169 * Apply the EMA weights for testing. by JSabadin in https://github.com/luxonis/luxonis-train/pull/171 * Fix for OCR docs by kozlov721 in https://github.com/luxonis/luxonis-train/pull/170 * save training_config.yaml by JSabadin in https://github.com/luxonis/luxonis-train/pull/172 * Removed sigmoid from exported kpts head for more stable quantization by klemen1999 in https://github.com/luxonis/luxonis-train/pull/173 * clone target by JSabadin in https://github.com/luxonis/luxonis-train/pull/174 * Sort classes alphabetically by JSabadin in https://github.com/luxonis/luxonis-train/pull/175 * Added semgrep workflow by klemen1999 in https://github.com/luxonis/luxonis-train/pull/176 * feat: add per-class weighting option to AdaptiveDetectionLoss by jkbmrz in https://github.com/luxonis/luxonis-train/pull/177 * Fix keypoints loss and assignment when no annotations are present by JSabadin in https://github.com/luxonis/luxonis-train/pull/179 * Removed `semgrep` from pre-commit hooks by kozlov721 in https://github.com/luxonis/luxonis-train/pull/181