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Add anomaly openvino task#3057

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ashwinvaidya17 wants to merge 246 commits intoopenvinotoolkit:developopenvinotoolkit/training_extensions:developfrom ashwinvaidya17:feature/anomaly_ov_modelashwinvaidya17/training_extensions:feature/anomaly_ov_modelCopy head branch name to clipboard

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Commits on Nov 23, 2023

• Initialize v2 branch

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• Initialize roots settings

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Commits on Nov 27, 2023

• Fix labeler GH workflow

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Commits on Nov 30, 2023

• Initial commit (openvinotoolkit#2670)

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Commits on Dec 1, 2023

• Initialize classification for the v2 (openvinotoolkit#2678)

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• Enable local package installation and CLI draft implementation (openvinotoolkit#2679)

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• Add IterationTimer callback (openvinotoolkit#2682)

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• Enable Ruff-UP007 (PEP604) (openvinotoolkit#2684)

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Commits on Dec 4, 2023

• Fix coverage error on CI (openvinotoolkit#2687)

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• Make subset_name configurable (openvinotoolkit#2685)

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• Fix tox configuration in CI (openvinotoolkit#2689)

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Commits on Dec 5, 2023

• Add memory caching (openvinotoolkit#2686)

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• Migrate Geti object detection models (openvinotoolkit#2690)

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• Update recipe data subsets (hot-fix) (openvinotoolkit#2694)

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• Fix warning from batch_size auto-inference failure (openvinotoolkit#2692)

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Commits on Dec 6, 2023

• Add Simple Integration test (CLI - 'otx train') (openvinotoolkit#2695)

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• Turn on setting seed and deterministic flags (openvinotoolkit#2700)

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Commits on Dec 7, 2023

• Change docstring location and learning hyperparams for object detection (openvinotoolkit#2699)

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• Add semantic segmentation models to new design (openvinotoolkit#2693)

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  kprokofi

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• Fix integration test config settings (openvinotoolkit#2701)

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• Organize and Enable callbacks per task (openvinotoolkit#2703)

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• Mem cache with resize (openvinotoolkit#2702)

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Commits on Dec 8, 2023

• Add 'otx test' command (openvinotoolkit#2707)

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• Add torchvision v2 transform (openvinotoolkit#2709)

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Commits on Dec 11, 2023

• Bring the SOTA(DINOv2) model to the classification task (openvinotoolkit#2708)

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• Add unit tests for otx/algo/detection and otx/core/data/(base, detection) (openvinotoolkit#2711)

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• Add Instance Segmentation models to new design (openvinotoolkit#2698)

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Commits on Dec 12, 2023

• Add custom model example (openvinotoolkit#2712)

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• Change the cls head to make them same with the otx1.5 (openvinotoolkit#2716)

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• Add regression test workflow (openvinotoolkit#2718)

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• Fix otx_train (openvinotoolkit#2720)

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Commits on Dec 13, 2023

• Add learning rate monitor (openvinotoolkit#2721)

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• Add testmetric to the log file (openvinotoolkit#2722)

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• Add unit tests for segmentation (openvinotoolkit#2715)

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• Revise cli unit test (openvinotoolkit#2723)

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Commits on Dec 14, 2023

• Fix regression test guide doc (openvinotoolkit#2726)

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Commits on Dec 18, 2023

• Fix DINOv2 data transform, add linear probe recipe (openvinotoolkit#2725)

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Commits on Dec 19, 2023

• Enable ruff-format into v2 (openvinotoolkit#2735)

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Commits on Dec 20, 2023

• Add DinoV2 for semantic segmentation (openvinotoolkit#2731)

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• Enable action classification for v2 (openvinotoolkit#2737)

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Commits on Dec 21, 2023

• Initialize product design doc and add design proposal process to contribution guide (openvinotoolkit#2733)

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Commits on Dec 22, 2023

• Enable multilabel classification (openvinotoolkit#2739)

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• Fix MM*DataPreProcessor issue with a more elegant way (openvinotoolkit#2744)

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• Fix bug by resetting timer every epoch begins (openvinotoolkit#2746)

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Commits on Jan 2, 2024

• Update design doc core part (openvinotoolkit#2741)

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• Enable action detection task for v2 (openvinotoolkit#2747)

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Commits on Jan 3, 2024

• Add GPU marker to the regression test (openvinotoolkit#2754)

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• Enhance classification task's model performance (openvinotoolkit#2749)

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• Add detection regression test (openvinotoolkit#2752)

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Commits on Jan 4, 2024

• Patch mmaction2 at installation (openvinotoolkit#2756)

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Commits on Jan 5, 2024

• Update PR Reviewers (openvinotoolkit#2759)

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• Support TorchVision v2 transforms with ImageInfo (openvinotoolkit#2750)

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• Add OpenVINO IR inference for CLS, OD, SSEG, IS tasks + OMZ OV models validation support (openvinotoolkit#2748)

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Commits on Jan 8, 2024

• Enable smart weight loading (openvinotoolkit#2758)

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Commits on Jan 11, 2024

• Enable h-label classification (openvinotoolkit#2761)

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• Add medium and large reg tests for multiclass and multilabel classifications (openvinotoolkit#2770)

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• Update weight copy logic of smart weight loading to support various cases (openvinotoolkit#2767)

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• Fix error on logging hparams of OTXDataModule (openvinotoolkit#2773)

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• Pre-work for the design change: create own python class for every model (openvinotoolkit#2775)

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Commits on Jan 12, 2024

• Add asynchronous OV IR inference (openvinotoolkit#2769)

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• Update object detection regression (openvinotoolkit#2777)

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Commits on Jan 15, 2024

• Add gradient clipping and sync hyper parameters wit OTX1.x (openvinotoolkit#2786)

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• Add Engine class for OTX Entry Point (openvinotoolkit#2778)

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Commits on Jan 16, 2024

• Update val_check_interval default value in Engine (openvinotoolkit#2798)

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• Apply FP16 mixed precision for all tasks (openvinotoolkit#2789)

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• Hotfix for segmentation + raising an error when metric is None (openvinotoolkit#2788)

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• Create own python class for every model for action cls, det, and classification tasks (openvinotoolkit#2776)

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• Add adaptive validation interval (openvinotoolkit#2799)

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Commits on Jan 17, 2024

• Fix multilabel training on non-trivial data (openvinotoolkit#2796)

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• Add ImageColorChannel to ImageInfo (openvinotoolkit#2792)

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• Create own python class for every model inst seg (openvinotoolkit#2781)

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• Create own python class for every model semantic seg (openvinotoolkit#2782)

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• Create own python class for every model det (openvinotoolkit#2783)

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Commits on Jan 18, 2024

• Semantic segmentation regression tests (openvinotoolkit#2809)

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Commits on Jan 19, 2024

• Modify Detection's configs (openvinotoolkit#2811)

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• Add Instance Segmentation Regression Test (openvinotoolkit#2807)

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• Et/v2 register explain hook (openvinotoolkit#2810)

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• Add visual prompting fine tuning task (openvinotoolkit#2780)

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• Enable performance test (formerly known as a regression test) in CI (openvinotoolkit#2803)

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Commits on Jan 22, 2024

• Fix Hlabel and add medium test case (openvinotoolkit#2804)

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• Fix hlabel regtest (openvinotoolkit#2820)

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• Fix regression tests (openvinotoolkit#2813)

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• Update Datumaro version to 1.6.0rc1 (openvinotoolkit#2816)

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• Remove center crop in cls configs (openvinotoolkit#2817)

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• Fix predict checkpoint (openvinotoolkit#2819)

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Commits on Jan 23, 2024

• Refactor configuration & CLI (openvinotoolkit#2805)

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• Fix cyclic import (openvinotoolkit#2827)

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• Introduce the logic to load the OTX1.X checkpoints (Det, iSeg, sSeg, Action cls, det) (openvinotoolkit#2812)

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• Update for_developer md files (openvinotoolkit#2829)

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Commits on Jan 24, 2024

• Tiling v2 (openvinotoolkit#2764)

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• Hot-Fix argument order is different issue in visual_prompting (openvinotoolkit#2833)

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• Fix regression test for visual prompting & Add ResizeToLongestEdge (openvinotoolkit#2822)

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Commits on Jan 25, 2024

• Add seed_everything into CLI side (openvinotoolkit#2836)

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• Added multilabel and hierarchical classification models for IR inference (openvinotoolkit#2815)

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Commits on Jan 26, 2024

• Accept a list of tvt_v2.Transform or tvt_v2.Compose Python object for data pipeline (openvinotoolkit#2838)

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• Introduce the logic to load the OTX1.x classification models (openvinotoolkit#2828)

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• Fix to accept non-partial optimizers as well in OTXLitModule (openvinotoolkit#2840)

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• Add XAI entry point (openvinotoolkit#2818)

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Commits on Jan 29, 2024

• Add ignored label to all task(cls, det, ins-seg, seg) (openvinotoolkit#2839)

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• Fix unit tests (openvinotoolkit#2844)

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• Hot fix engine.test checkpoint (openvinotoolkit#2846)

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• Enable Auto-Configuration (openvinotoolkit#2841)

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Commits on Jan 30, 2024

• Add zero-shot visual prompting task (openvinotoolkit#2834)

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• Change target ci-runner to gh-hosted runner for unittests (openvinotoolkit#2847)

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  yunchu

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• Add XAI detection hook (openvinotoolkit#2842)

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• Add Engine.from_config (openvinotoolkit#2852)

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Commits on Jan 31, 2024

• Make objects pickleable (openvinotoolkit#2845)

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• Deprecate python 3.8 and add python 3.11 unit-test (openvinotoolkit#2854)

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• Add ViT-B for visual prompting (openvinotoolkit#2850)

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• Enable VIT ReciproCAM (openvinotoolkit#2849)

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• Add export entry point (openvinotoolkit#2774)

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Commits on Feb 1, 2024

• Fix import error when launching a debugger (openvinotoolkit#2862)

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• Add list_models function to return a list of OTX available models & 'otx find' CLI command (openvinotoolkit#2856)

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• Add auto-config num_classes in CLI side (openvinotoolkit#2861)

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• Add help verbosity with export & explain (openvinotoolkit#2863)

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Commits on Feb 2, 2024

• Introduce warm-up and change the LRPlateau monitor value, Enable Early stopping (openvinotoolkit#2857)

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• Fix CLI otx predict (openvinotoolkit#2865)

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• Fix openxlab version (openvinotoolkit#2872)

  harimkang

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• Add data filtering (openvinotoolkit#2823)

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• Copy HPO algorithm into OTX 2.0 (openvinotoolkit#2864)

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• Add PTQ optimization (openvinotoolkit#2825)

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• Hot-Fix conflict between nncf & openxlab (openvinotoolkit#2875)

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• Support activation map (openvinotoolkit#2860)

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• Make the same config with OTX1.x : Edit the default factor for lr scheduler and update warmup_step logic (openvinotoolkit#3060)

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• Adapt mask prediction to rotated box prediction (openvinotoolkit#3029)

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• Add classification backbones unit test (openvinotoolkit#3065)

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• Add test models for perf benchmark v2 (openvinotoolkit#3083)

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• Forward_explain & Export with XAI: Detection & InstSeg (openvinotoolkit#3079)

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• Update publish workflow and add publish_internal workflow (openvinotoolkit#3097)

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• Add missing workflows on v2 (openvinotoolkit#3098)

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