Super-gradients

New features
* Added `convert_recipe_to_code` script to convert YAML recipe to self-contained train script by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1568
* Added `export_recipe` script to convert a YAML recipe to a single big YAML file by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1560
* YoloNAS-Pose by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1611

Improvements
* Added sequential assignment capability to PPYoloELoss by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1582
* Add `class_names` to `model.predict` for detection by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1529
* Check class_id validity in DetectionDataset by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1536
* [Improvement] max_batches support to training log and tqdm progress bar. by hakuryuu96 in https://github.com/Deci-AI/super-gradients/pull/1554
* Reorder operators to ensure Neg operator is not used by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1584
* Feature/sg 1198 mixed precision automatically changed with warning by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1567
* Feature/sg 1053 add explanations on experiment managing by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1559
* Feature/sg 849 add replace in channels by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1557
* Updated "What are Recipes and How To Use Them" notebook by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1586
* Added metrics logging to checkpoint and separate yaml file by hakuryuu96 in https://github.com/Deci-AI/super-gradients/pull/1562
* Added packages to pth checkpoint by hakuryuu96 in https://github.com/Deci-AI/super-gradients/pull/1581

Bugfixes
* Fix serialization of ListConfig in checkpoint state dictionary by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1534
* Fixed a bug in YoloNASPose.export() that prevented to export model for BS>1 by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1530
* Ensure that `checkpoint_num_classes` is propagated from YAML to model by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1533
* Bugfix of model.export() to work correct with bs>1 by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1551
* Fixed bug in COCOPoseEstimationDataset which caused the images or reversed channel order used in predict() by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1609
* Fixed bug in ModelWeightAveraging class that led to corrupted model when metric to watch was NaN/Inf by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1598
* Fixed issue with torch 1.12 where `_scale_fn_ref` is missing in CyclicLR by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1575
* Fixed issue with torch 1.12 issue with `arange` not supporting fp16 for CPU device. by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1574
* fixed supervisely .get which uses dataset: inside the .yaml file by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1603
* Fixed bug in _pad_image that did not support pad_value=(R,B,G) input by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1599
* Fix `CSPDarknet53.foward` by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1564

Other
* Dependency of `data-gradients` version bumped up to 0.2.2
* Remove `np.bool` which is not supported in latest np versions by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1558
* Enforced check of that all notebooks has matching SG version installed by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1607
* Fixing typos and adding extra info to CONTRIBUTING by hakuryuu96 in https://github.com/Deci-AI/super-gradients/pull/1546
* Fix typo in class documentation by aler9 in https://github.com/Deci-AI/super-gradients/pull/1548


What's Changed
* Fix training_params deprecation by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1542
* Fixed incorrect automatic variable used by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1565
* Update link for "Open in Colab" by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1588
* Feature/sg 1190 transfer learning cls notebook by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1587
* Update KD Notebook for classification by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1595

New Contributors
* hakuryuu96 made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1546
* aler9 made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1548

**Full Changelog**: https://github.com/Deci-AI/super-gradients/compare/3.3.0...3.4.0

Improvements

* Add `class_names` to `model.predict` for detection by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1529
* Data-Gradients dependency bumped to 0.2.2 by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1541
* Check class_id validity in DetectionDataset by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1536
* Fixing typos and adding extra info to CONTRIBUTING by hakuryuu96 in https://github.com/Deci-AI/super-gradients/pull/1546
* Progress bar during training now respects `max_train_batches`/`max_valid_batches` by hakuryuu96 https://github.com/Deci-AI/super-gradients/pull/1554

Bugfixes

* ListConfig/DictConfig types do not leak into checkpoint state dictionary anymore by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1534
* Migrate usage of `np.bool` -> `bool` which is not supported in latest np versions by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1558
* Ensure that `checkpoint_num_classes` is propagated from YAML files to `models.get` by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1533
* Fixed detection models export to ONNX bug for batch size > 1 BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1530
* Fix `CSPDarknet53.foward` by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1564
* Fixed incorrect automatic variable used by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1565
* Fix typo in class documentation by aler9 in https://github.com/Deci-AI/super-gradients/pull/1548
* Trainer does not crash anymore when using CPU and Automated Mixed Precision is enabled in training params Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1567
* Fixed issue with torch 1.12 where _scale_fn_ref is missing in CyclicLR by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1575
* Fixed issue with torch 1.12 issue with arange not supporting fp16 for CPU device. by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1574

New Contributors
* hakuryuu96 made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1546
* aler9 made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1548

**Full Changelog**: https://github.com/Deci-AI/super-gradients/compare/3.3.0...3.3.1

This GitHub Release was done automatically by CircleCI

What's Changed
* Update yolox_loss.py by eran-deci in https://github.com/Deci-AI/super-gradients/pull/1265
* Fix documentation link! by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1300
* Addiing more logs to let user know when pretrained_weights is being used, and/or downloaded by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1298
* set HYDRA_FULL_ERROR by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1291
* remove arch_params from logs by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1297
* Make classification models inherit from BaseClassifier by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1314
* Make cache annotation optional by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1332
* Fix class_inclusion_list in DetectionDataset by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1327
* Support for segmentation extreme batch cases by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1282
* Feature/sg 901 extreme batch visualization for object detection by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1339
* Update OD docs with clarified output formats by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1348
* Fix model.get by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1287
* Feature/sg 1059 fix ci by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1350
* Fix datasetparams not showing by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1317
* Fix a bug in implementation of DetectionRGB2BGR.get_equivalent_preprocessing by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1352
* Add utilities to plot datasets to Weights & Biases + Add callback to log validation predictions to Weights & Biases by soumik12345 in https://github.com/Deci-AI/super-gradients/pull/1167
* DagsHub Logger: Fix unsupported metric formats for MLflow, Add example notebook by nirbarazida in https://github.com/Deci-AI/super-gradients/pull/915
* New Export API by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1318
* Feature/sg 000 fix predict in pose estimation by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1358
* Add model export tutorial to documentation website by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1362
* fix by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1367
* Feature/sg 000 propagate imagenet dataset params by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1368
* Doc changes by pranoyr in https://github.com/Deci-AI/super-gradients/pull/1253
* Summarize models, losses & metrics for segmentation by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1354
* Feature/sg 000 fix import of onnx graphsurgeon by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1359
* Feature/sg 1047 predict od with labels by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1365
* Feature/sg 1033 fix yolox anchors by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1369
* version bumped by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1374
* Adding pose estimation to the readme by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1375
* Remove broken link that we can't recover where it was pointing to by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1376
* Segformer swi signed by Yael-Baron in https://github.com/Deci-AI/super-gradients/pull/1361
* added instructions for extracting bounding boxes by AkashParua in https://github.com/Deci-AI/super-gradients/pull/1312
* [Adding Fix to Master] Explicitly remove the stride keys from the checkpoint by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1397
* PLFM-3938 Create a code-loading utility in DeciClient by roikoren755 in https://github.com/Deci-AI/super-gradients/pull/1393
* closing inactive issues by bit-scientist in https://github.com/Deci-AI/super-gradients/pull/1398
* Feature/sg 1027 checkpoint directory refacto by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1401
* Update doc by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1381
* Feature/sg 1057 add breaking change tests by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1373
* Move device only when needed in predict by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1394
* Feature/sg 1039 add factory doc by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1395
* Fix checkpoint loading with run_id by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1403
* fix bug in convert from recipe by ofrimasad in https://github.com/Deci-AI/super-gradients/pull/1406
* Feature/sg 907 add yaml explanation by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1422
* Feature/sg 1039 improve recipe explanation by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1404
* Added docs on LR & DDP by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1414
* Update the docs to reflect the variable_setup by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1424
* Hotfix/sg 000 improve breaking change detection with imports by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1420
* Adding docs to clarify required properties in recipe file by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1429
* Only test breaking changes in src + ignoring examples by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1430
* Add deprecate module by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1416
* Fix DDP checkpoint by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1415
* fix regression tests by ofrimasad in https://github.com/Deci-AI/super-gradients/pull/1408
* Moving changes from master_320 to master by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1428
* Improve Exception when `metric_to_watch` is wrong by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1437
* Change release filter rule to support rc tagging `master_320` and other release branches (1436) by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1438
* Fix invalid syntax at YOLONAS.md by Pslydhh in https://github.com/Deci-AI/super-gradients/pull/1441
* Adding a deprecation option into registeries by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1421
* Fix checkpoint doc by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1445
* Updating OD example by adding additional details on customizing metri… by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1449
* Correctly handle Ctrl-C event by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1461
* Update Segmentation.md by donatoaz in https://github.com/Deci-AI/super-gradients/pull/1464
* Fix Breaking Change Detection on Inheritence by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1458
* Hotfix/sg 000 fix predict loading from np torch by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1419
* Feature/sg 1041 rename object names by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1446
* fixed registry for register_loss(LabelSmoothingCrossEntropyLoss) by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1475
* Fixed loading preprocessing params from pretrained weights by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1473
* bit-scientist-update-qat_ptq_yolo_nas.md by bit-scientist in https://github.com/Deci-AI/super-gradients/pull/1440
* Added instructions what to do when PR contains unsigned commits by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1486
* Fixed bug of no saving simplified ONNX file by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1489
* Redirect logs based on env var by jnccd in https://github.com/Deci-AI/super-gradients/pull/1474
* Fix error with pip `_get_installed_distributions` by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1494
* Remove __target__ for Detection CollateFN by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1470
* Improve extreme batch visualization callbacks by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1488
* Feature/sg 1147 notebooks in repo by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1493
* A call to _process_collate_fn_params was missing in dataloaders.get. by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1501
* Hotfix/sg 000 fix sigmas by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1503
* tests skipped by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1509
* Feature/sg 1144 new export in quantization by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1511
* Small improvements to utils by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1513
* ExtremeBatchCaseVisualizationCallback now has access to additional_batch_items by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1517
* fixed cyclic lr state dict by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1469
* Introduce sample-centric keypoint transforms by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1492
* Fix YoloNAS on cuda by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1444
* Feature/sg 1172 criterion params removal by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1519
* Squashed changes with YoloNASPose & Loss by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1512
* Feature/sg 000 add adapter by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1471
* Dataset & Visualization callback by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1520
* Hotfix/sg 000 fix integration test by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1525
* Version bump to 3.3.0 by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1524
* Fix/sg 000 comment out gpu tests by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1527
* Fix/sg 000 comment out convert notebooks test by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1528

New Contributors
* nirbarazida made their first contribution in https://github.com/Deci-AI/super-gradients/pull/915
* pranoyr made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1253
* Yael-Baron made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1361
* AkashParua made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1312
* bit-scientist made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1398
* Pslydhh made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1441
* donatoaz made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1464
* jnccd made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1474

**Full Changelog**: https://github.com/Deci-AI/super-gradients/compare/3.1.3...3.3.0

TLDR:

* Improvements in docs 📜
* A few fixes in export API without introducing breaking changes 💪


What's Changed
* Update yolox_loss.py by eran-deci in https://github.com/Deci-AI/super-gradients/pull/1265
* Fix documentation link! by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1300
* Addiing more logs to let user know when pretrained_weights is being used, and/or downloaded by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1298
* set HYDRA_FULL_ERROR by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1291
* remove arch_params from logs by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1297
* Make classification models inherit from BaseClassifier by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1314
* Make cache annotation optional by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1332
* Fix class_inclusion_list in DetectionDataset by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1327
* Support for segmentation extreme batch cases by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1282
* Feature/sg 901 extreme batch visualization for object detection by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1339
* Update OD docs with clarified output formats by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1348
* Fix model.get by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1287
* Feature/sg 1059 fix ci by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1350
* Fix datasetparams not showing by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1317
* Fix a bug in implementation of DetectionRGB2BGR.get_equivalent_preprocessing by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1352
* Add utilities to plot datasets to Weights & Biases + Add callback to log validation predictions to Weights & Biases by soumik12345 in https://github.com/Deci-AI/super-gradients/pull/1167
* DagsHub Logger: Fix unsupported metric formats for MLflow, Add example notebook by nirbarazida in https://github.com/Deci-AI/super-gradients/pull/915
* New Export API by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1318
* Feature/sg 000 fix predict in pose estimation by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1358
* Add model export tutorial to documentation website by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1362
* fix by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1367
* Feature/sg 000 propagate imagenet dataset params by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1368
* Doc changes by pranoyr in https://github.com/Deci-AI/super-gradients/pull/1253
* Summarize models, losses & metrics for segmentation by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1354
* Feature/sg 000 fix import of onnx graphsurgeon by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1359
* Feature/sg 1047 predict od with labels by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1365
* Feature/sg 1033 fix yolox anchors by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1369
* version bumped by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1374
* Bugfix: Fix loading DeciDet models that has anchors keys in state dict. by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1386
* BaseKeypointsDataset now inherits from HasPreprocessingParams by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1380
* Hotfix/sg 000 fix yolox replace head by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1411
* Export API fix: Raise meaningful exception if model has no preprocessing metadata but preprocessing=True by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1413
* Feature/sg 1106 Minor fixes in export api by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1412
* Hotfix/sg 000 Fix support of arbitrary number of heads by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1431
* Version bump to 3.2.1 by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1435
* Change release filter rule to support rc tagging `master_320` and other release branches by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1436
* Hardcode release tag filter to master_320 by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1448

New Contributors
* nirbarazida made their first contribution in https://github.com/Deci-AI/super-gradients/pull/915
* pranoyr made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1253

**Full Changelog**: https://github.com/Deci-AI/super-gradients/compare/3.1.3...3.2.1

This GitHub Release was done automatically by CircleCI

What's Changed
* Update yolox_loss.py by eran-deci in https://github.com/Deci-AI/super-gradients/pull/1265
* Fix documentation link! by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1300
* Addiing more logs to let user know when pretrained_weights is being used, and/or downloaded by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1298
* set HYDRA_FULL_ERROR by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1291
* remove arch_params from logs by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1297
* Make classification models inherit from BaseClassifier by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1314
* Make cache annotation optional by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1332
* Fix class_inclusion_list in DetectionDataset by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1327
* Support for segmentation extreme batch cases by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1282
* Feature/sg 901 extreme batch visualization for object detection by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1339
* Update OD docs with clarified output formats by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1348
* Fix model.get by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1287
* Feature/sg 1059 fix ci by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1350
* Fix datasetparams not showing by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1317
* Fix a bug in implementation of DetectionRGB2BGR.get_equivalent_preprocessing by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1352
* Add utilities to plot datasets to Weights & Biases + Add callback to log validation predictions to Weights & Biases by soumik12345 in https://github.com/Deci-AI/super-gradients/pull/1167
* DagsHub Logger: Fix unsupported metric formats for MLflow, Add example notebook by nirbarazida in https://github.com/Deci-AI/super-gradients/pull/915
* New Export API by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1318
* Feature/sg 000 fix predict in pose estimation by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1358
* Add model export tutorial to documentation website by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1362
* fix by Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1367
* Feature/sg 000 propagate imagenet dataset params by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1368
* Doc changes by pranoyr in https://github.com/Deci-AI/super-gradients/pull/1253
* Summarize models, losses & metrics for segmentation by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1354
* Feature/sg 000 fix import of onnx graphsurgeon by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1359
* Feature/sg 1047 predict od with labels by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1365
* Feature/sg 1033 fix yolox anchors by BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1369
* version bumped by shaydeci in https://github.com/Deci-AI/super-gradients/pull/1374

New Contributors
* nirbarazida made their first contribution in https://github.com/Deci-AI/super-gradients/pull/915
* pranoyr made their first contribution in https://github.com/Deci-AI/super-gradients/pull/1253

**Full Changelog**: https://github.com/Deci-AI/super-gradients/compare/3.1.3...3.2.0