* Fix bug with resume

* restore del on resume=false

* Update train.py
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Resolve duplicate outputs in colab. Also optimizes Colab and Kaggle environment checks.
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* allow to serve multiple models using flask restapi

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* Cleanup

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* Fix duplicate LOGGER output

* Update general.py

New smart_inference_mode()

* GFLOPs computation fix for classification models

Improved robustness in reading input channel count

* Update torch_utils.py

* Update torch_utils.py

May resolve https://github.com/ultralytics/yolov5/issues/7307

* fix: added transparent image and empty alt to social bar

* fix: remove underlines

* fix: hide underlines for all social links

* fix: always unzip into folder

* Deci.ai updates

Content implementation for https://deci.ai/

* Update README.md

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* Fix `--source 'path/*.jpg'` glob example

* Update README_cn.md

* Update tutorial.ipynb

* Direct download table links

Per recent partner feedback

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* Update README.md

* Add torch==1.7.0 to CI tests

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* Attempt crash on 1.7.0

* revert crash

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* Scope `torchvision.utils.draw_bounding_boxes` import

Quick fix for https://github.com/ultralytics/yolov5/issues/8898#issuecomment-1208851874 until a more permanent fix is implemented

* Update clearml_utils.py

The notes says "Return True if directory has write permissions", however, the code below is "os.R_OK", I think "os.W_OK" is preferred.

Resolves https://github.com/ultralytics/yolov5/issues/8842

* Fix anchor incorrectly initialized

Using --noautoanchor and --evolve simultaneously leads to anchor incorrectly initialized. --noautoanchor denotes anchors don't need to evolve, thus removing anchors from hyp will fix it.

* Update train.py

* Update train.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>

* fix: added transparent image and empty alt to social bar

* fix: remove underlines

* fix: hide underlines for all social links

* Update image URLs to ultralytics/assets

* Update bottom 3% icons

* Update README.md
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* emoji-safe default logging

* implement everywhere

Update smart_optimizer() weight_decay reporting

* Add titles to matplotlib plots

* Add ClearML Experiment Tracking integration.

* Add ClearML Data Version Management automatic download when requested

* Add ClearML Hyperparameter Optimization

* ClearML save period integration

* Fix wandb breaking when used with ClearML dataset

* Fix wandb breaking when used with ClearML resume and dataset

* Add ClearML documentation

* fixed small bug in clearml integration that misreports epoch number

* Final ClearMl additions before refactor

* Add correct epoch reporting

* Add remote execution and autoscaling docs for ClearML integration

* Added images to clearml integration docs

* fixed logo alignment bug and added hpo screenshot clearml

* Fixed small epoch number bug in clearml integration

* Remove saved model flush clearml

* Cleanup clearml readme section

* Cleaned up clearml logger docstring

* Remove resume readme section clearml

* Clearml integration cleanup

* Updated ClearML documentation

* Added dark vs light icons ClearML Readme

* Clearml Readme styling

* Add better gifs

* Fixed gif file size

* Add better images in tutorial notebook

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* Addressed comments in PR #8620

* Fixed circular import

* Fixed circular import

* Update tutorial.ipynb

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* Inline comment

* Restructured tutorial notebook

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* Removed labels as they show up on last subplot only
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* Update CI to default Python 3.10

* Update ci-testing.yml

* Update ci-testing.yml

--resume training from URL weights fix

@kalenmike should fix data error on HUB resume

@kalenmike

@kalenmike should represent a 30% filesize reduction vs 75 quality

* Fix TensorRT --dynamic excess outputs bug

Potential fix for https://github.com/ultralytics/yolov5/issues/8790

* Cleanup

* Update common.py

* Update common.py

* New fix