3.5.0

版本发布时间: 2023-11-23 22:13:15

Deci-AI/super-gradients最新发布版本:3.7.1(2024-04-09 00:50:10)

This GitHub Release was done automatically by CircleCI

New features

A model.predict(video) does not cause OOM anymore by @hakuryuu96 in https://github.com/Deci-AI/super-gradients/pull/1621
Learning rates can now be specified per-layer (Can now freeze layers or train backbone with lower LR) by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/1612
A model.predict can now take skip_resize argument to run forward in the original image resolution (Good for large images & small objects) by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1605
Added support of multiple test loaders in train_from_config by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1641

Added documentation for DatasetAdapter by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1591
Added notebook for adding a custom dataset by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1592
Added notebooks on segmentation (quick start & transfer learning) by @shaydeci in https://github.com/Deci-AI/super-gradients/pull/1634
Add notebook for fine-tuning YoloNAS with QAT by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1638

Fixed bug in quantized YoloNAS model that let do degraded performance of the exported model by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1638
Fix numpy deprecation warning on creating ragged array when using _pad_image by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1632
Fixed bug in model.export() that led to crash when FP16 export was requested and model was on CPU device by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1643
Fix Invalid syntax at convert_recipe_to_code.py by @seunghalee1226 in https://github.com/Deci-AI/super-gradients/pull/1642
Fixed bug that lead to incorrect visualization of target bboxes when using DetectionVisualization.visualize_batch by @BloodAxe in https://github.com/Deci-AI/super-gradients/pull/1652
Fixed bug in Data Adapter for Segmentation task by @Louis-Dupont in https://github.com/Deci-AI/super-gradients/pull/1654

Full Changelog: https://github.com/Deci-AI/super-gradients/compare/3.4.1...3.5.0