Release 1.6.1

Enhancements

• Replace the default model for rotated_det/ins_seg task from resnet50_maskrcnn to efficientnetb2b_maskrcnn (#3478)
• Update pymongo version to 4.6.3 for resolving CVE-2024-21506 (#3396)
• Use torchvision in MRCNN on CUDA (#3347)
• Update IPEX version in installation guide documentation (#3343)
• Update benchmark (#3338)
• Bump idan version to 3.7 (#3332)
• Support benchmark history summary (#3307)
• Pin pymongo version to 4.5.0 (#3316)
• Upgrade MAPI (#3304)
• Add NMS iou threshold configurable parameter (#3287)
• Remedy some medium/low severity bandit issues (#3208)
• Update documentations (#3280)
• Add perf benchmark test cases for action and visual prompting (#3292)

Bug fixes

• Explicitly cast incorrect output type in OV model (#3395)
• Update QAT configs for rotated detection (#3375)
• Hotfix 🔧 Bypass ClsIncrSampler for tiling (#3374)
• [NNCF] Dynamic shape datasets WA (#3355)
• [Hotfix] 🔥 Fixing detection oriented OV inferencer (#3351)
• Revert adaptive batch size (#3340)
• Fix e2e tests for XPU (#3305)
• Remove torch.xpu.optimize for semantic_segmentation task (#3172)

What's Changed - full version

• Update documentations by @yunchu in #3280
• Remove torch.xpu.optimize for semantic_segmentation task by @kprokofi in #3172
• Add perf benchmark test cases for action and visual prompting v1 by @goodsong81 in #3292
• Remedy some medium/low severity bandit issues by @yunchu in #3208
• Add NMS iou threshold configurable parameter by @jaegukhyun in #3287
• Update otx version string to 1.6.1rc1 by @yunchu in #3299
• Upgrade MAPI by @sovrasov in #3304
• Fix e2e tests for XPU on 1.6.0 by @kprokofi in #3305
• Pin pymongo version to 4.5.0 by @yunchu in #3316
• Support benchmark history summary v1 by @goodsong81 in #3307
• Bump datumaro 1.6.1rc2 by @yunchu in #3322
• Bump idan version to 3.7 by @yunchu in #3332
• Update 1.6 benchmark w.r.t. 2.1 by @goodsong81 in #3338
• Revert adaptive batch size by @eunwoosh in #3340
• Update IPEX version in installation guide documentation for OTX1.6 by @eunwoosh in #3343
• [Hotfix] 🔥 Fixing detection oriented OV inferencer by @eugene123tw in #3351
• Use torchvision in MRCNN on CUDA by @sovrasov in #3347
• [NNCF] Dynamic shape datasets WA by @daniil-lyakhov in #3355
• Bump datumaro to 1.6.1rc3 by @yunchu in #3365
• Update QAT configs for rotated detection by @sovrasov in #3375
• Update for release 1.6.1 by @yunchu in #3371
• Hotfix 🔧 Bypass ClsIncrSampler for tiling by @eugene123tw in #3374
• Change otx dependency to release branch for demo by @yunchu in #3385
• [OTX 1.6.x] Fix QAT for detection tiling models by @sovrasov in #3389
• Update pymongo version and constraint by @yunchu in #3396
• [1.6.x] Fix export precision by @sovrasov in #3394
• [1.6.1] Explicitly cast incorrect output type in OV model by @sovrasov in #3395
• Update changelog for 1.6.1rc4 by @yunchu in #3401
• Update trivy worflow by @yunchu in #3416
• Bump pillow to 10.3.0 by @yunchu in #3437
• Bump datumaro to 1.6.1 by @yunchu in #3445
• Remove unnecessary model weights during HPO by @eunwoosh in #3459
• Replace the Geti default model for rotated_det/ins_seg task from resnet50_maskrcnn to efficientnetb2b_maskrcnn by @chuneuny-emily in #3478
• Update OTX1.6.1 changelog by @chuneuny-emily in #3481
• add augmentation detail page to docs by @yunchu in #3533

Full Changelog: 1.6.0...1.6.1