Commit Graph

909 Commits (f0e5a608f50ac647827bede88fded7908c7edeab)

Author SHA1 Message Date
Glenn Jocher f0e5a608f5
Add CSV logging to GenericLogger (#9128)
Enable CSV logging for Classify training.

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2022-08-24 12:31:50 +02:00
Ayush Chaurasia f8816f58b7
Infer Loggers project name (#9117)
* smart project name inference

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* Update __init__.py

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2022-08-24 12:15:37 +02:00
Glenn Jocher 51c9f92297
Streaming Classification support (#9106)
* Streaming Classification support

* Streaming Classification support

* Streaming Classification support
2022-08-23 17:54:51 +02:00
Glenn Jocher 48e56d3c9b
Add optional `transforms` argument to LoadStreams() (#9105)
* Add optional `transforms` argument to LoadStreams()

Prepare for streaming classification support

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* Cleanup

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* fix

* batch size > 1 fix

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2022-08-23 14:37:46 +02:00
Glenn Jocher d0fa0042bd
New `@try_export` decorator (#9096)
* New export decorator

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* New export decorator

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* Cleanup

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* rename fcn to func

* rename to @try_export

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2022-08-23 13:06:33 +02:00
Glenn Jocher eab35f66f9
Install `torch` latest stable (#9092)
Install torch 1.12.1 stable 

GPU assignment issues in 1.13 nightly that comes with image

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2022-08-22 22:18:01 +02:00
Glenn Jocher 0abae780b3
Remove unused Timeout import (#9073)
* Remove unused Timeout import

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2022-08-22 00:04:30 +02:00
Glenn Jocher db2ee5fa0c
De-thread TensorBoard graph logging (#9071)
* De-thread TensorBoard graph logging

Issues with Classification models

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* Update __init__.py

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2022-08-21 17:07:56 +02:00
Glenn Jocher 8665d557c1
Threaded TensorBoard graph logging (#9070)
* Log TensorBoard graph on pretrain_routine_end

* fix
2022-08-21 16:51:50 +02:00
0zppd 87e8deadd5
zero-mAP fix remove `torch.empty()` forward pass in `.train()` mode (#9068)
* Fix Zero Map Issue

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* Update __init__.py

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2022-08-21 15:40:28 +02:00
Glenn Jocher e0700cce77
Daemon `plot_labels()` for faster start (#9057)
* Daemon `plot_labels()` for faster start

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* Update train.py

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2022-08-21 03:47:37 +02:00
Glenn Jocher 27fb6fd8fc
zero-mAP fix 3 (#9058)
* zero-mAP fix 3

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* Update torch_utils.py

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* Update torch_utils.py

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2022-08-21 03:22:24 +02:00
Glenn Jocher 841f312f93
zero-mAP fix return `.detach()` to EMA (#9056)
Resolves https://github.com/ultralytics/hub/issues/82

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2022-08-21 02:23:39 +02:00
Glenn Jocher 93f63ee33f
Refactor for simplification 2 (#9055)
* Refactor for simplification 2

* Update __init__.py

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2022-08-21 02:00:35 +02:00
Glenn Jocher c725511bfc
Refactor for simplification (#9054)
* Refactor for simplification

* cleanup

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2022-08-21 01:34:03 +02:00
Glenn Jocher a409ec7953
AutoBatch protect from negative batch sizes (#9048)
* AutoBatch protect from negative batch sizes

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* cleanup

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2022-08-20 16:29:08 +02:00
Glenn Jocher 4a8ab3bc42
VOC `names` dictionary fix (#9034)
* VOC names dictionary fix

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* Update dataloaders.py

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2022-08-19 15:07:04 +02:00
Glenn Jocher 61adf017f2
`torch.empty()` for speed improvements (#9025)
`torch.empty()` for speed improvement

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2022-08-18 20:12:33 +02:00
Glenn Jocher d40cd0d454
Improved `Profile()` inference timing (#9024)
* Improved `Profile()` class

* Update predict.py

* Update val.py

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* Update val.py

* Update AutoShape

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2022-08-18 19:55:38 +02:00
Glenn Jocher 20049be2e7
EMA FP32 assert classification bug fix (#9016)
* Return EMA float on classification val

* verbose val fix

* EMA check
2022-08-18 14:06:15 +02:00
Glenn Jocher 0922bc2082
DockerHub tag update Usage example (#9005)
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

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2022-08-17 22:50:08 +02:00
Ayush Chaurasia 64e0757edf
[Classify]: Allow inference on dirs and videos (#9003)
* allow image dirs

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* Update predict.py

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* Update dataloaders.py

* Update predict.py

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* Update predict.py

* Update predict.py

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2022-08-17 22:41:43 +02:00
Glenn Jocher e83b422a69
Update dataset `names` from array to dictionary (#9000)
* Migrate dataset names to dictionary

* fix check

* backwards compat

* predict fix

* val fix

* Keep dataset stats behavior identical

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

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2022-08-17 17:52:53 +02:00
Glenn Jocher 7c9486e16f
Update `attempt_download(release='v6.2')` (#8998)
* Update attempt_download(release='v6.2')

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* Update README.md

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2022-08-17 15:48:17 +02:00
Glenn Jocher d3ea0df8b9
New YOLOv5 Classification Models (#8956)
* Update

* Logger step fix: Increment step with epochs (#8654)

* enhance

* revert

* allow training from scratch

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* Update --img argument from train.py 

single line

* fix image size from 640 to 128

* suport custom dataloader and augmentation

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* format

* Update dataloaders.py

* Single line return, single line comment, remove unused argument

* address PR comments

* fix spelling

* don't augment eval set

* use fstring

* update augmentations.py

* new maning convention for transforms

* reverse if statement, inline ops

* reverse if statement, inline ops

* updates

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* update dataloaders

* Remove additional if statement

* Remove is_train as redundant

* Cleanup

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* Cleanup2

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* Update classifier.py

* Update augmentations.py

* fix: imshow clip warning

* update

* Revert ToTensorV2 removal

* Update classifier.py

* Update normalize values, revert uint8

* normalize image using cv2

* remove dedundant comment

* Update classifier.py

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* replace print with logger

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* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Allow logging models from GenericLogger (#8676)

* enhance

* revert

* allow training from scratch

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* Update --img argument from train.py 

single line

* fix image size from 640 to 128

* suport custom dataloader and augmentation

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* format

* Update dataloaders.py

* Single line return, single line comment, remove unused argument

* address PR comments

* fix spelling

* don't augment eval set

* use fstring

* update augmentations.py

* new maning convention for transforms

* reverse if statement, inline ops

* reverse if statement, inline ops

* updates

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* update dataloaders

* Remove additional if statement

* Remove is_train as redundant

* Cleanup

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* Cleanup2

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* Update classifier.py

* Update augmentations.py

* fix: imshow clip warning

* update

* Revert ToTensorV2 removal

* Update classifier.py

* Update normalize values, revert uint8

* normalize image using cv2

* remove dedundant comment

* Update classifier.py

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* replace print with logger

* commit steps

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* support final model logging

* update

* update

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* remove curses

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* Update classifier.py

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* Update

* Update

* Update

* Update

* Update dataset download

* Update dataset download

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Pass imgsz to classify_transforms()

* Update

* Update

* Update

* Update

* Update

* Update

* Update

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* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Cos scheduler

* Cos scheduler

* Remove unused args

* Update

* Add seed

* Add seed

* Update

* Update

* Add run(), main()

* Merge master

* Merge master

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Create YOLOv5 BaseModel class (#8829)

* Create BaseModel

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* Add experiment

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* Attach names

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* if augment or visualize

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* New smart_inference_mode()

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* reset defaults

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* verbose false on initial plots

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2022-08-17 11:59:01 +02:00
Victor Sonck 3456fe65c6
Fix torchvision dependency for ClearML logging (#8993)
* Replace torchvision annotator with native local Annotator

* Add colored bounding boxes and rewrite for efficiency

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* Fix pep8 issue

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* Reduced conf_threshold to 0.25 to match defaults

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2022-08-17 11:51:07 +02:00
Glenn Jocher 464c2c6713
Colab and Kaggle loggers removeHandler (#8985)
Resolve duplicate outputs in colab. Also optimizes Colab and Kaggle environment checks.

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2022-08-16 16:49:32 +02:00
Michel Promonet 4d05472d2b
Allow multiple-model serving from Flask REST API (#8973)
* allow to serve multiple models using flask restapi

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2022-08-15 23:42:25 +02:00
Glenn Jocher d7bc5d7773
Add `.tar` support for datasets (#8963) 2022-08-14 23:06:42 +02:00
Glenn Jocher 7639e4c7ef
Fix windows LOGGER with emojis output (#8958)
* Fix duplicate LOGGER output

* Update general.py
2022-08-14 00:12:09 +02:00
Glenn Jocher dc38cd03f4
New `smart_inference_mode()` conditional decorator (#8957)
New smart_inference_mode()
2022-08-13 20:38:51 +02:00
Glenn Jocher 6aed0a7c00
GFLOPs computation fix for classification models (#8954)
* GFLOPs computation fix for classification models

Improved robustness in reading input channel count

* Update torch_utils.py

* Update torch_utils.py
2022-08-13 16:38:11 +02:00
Kalen Michael 11a76bb4f5
Allow train to use zipped content (#8940)
* 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
2022-08-13 03:39:09 +02:00
Glenn Jocher 7ab1f50633
Scope `torchvision.utils.draw_bounding_boxes` import (#8915)
* 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

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2022-08-09 20:29:25 +02:00
Code-Bat b551098d59
About "os.R_OK" in general.py (#8909)
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.
2022-08-09 16:59:36 +02:00
Glenn Jocher f5335f22bb
Capitalize YouTube (#8903) 2022-08-08 20:36:18 +02:00
Glenn Jocher 8f28ea4945
emoji-safe default logging (#8888)
* emoji-safe default logging

* implement everywhere
2022-08-06 12:30:08 +02:00
Glenn Jocher 20f1b7ea08
`smart_optimizer()` improved reporting (#8887)
Update smart_optimizer() weight_decay reporting
2022-08-06 11:30:54 +02:00
Victor Sonck 378bde4bba
ClearML experiment tracking integration (#8620)
* Add titles to matplotlib plots

* Add ClearML Experiment Tracking integration.

* Add ClearML Data Version Management automatic download when requested

* Add ClearML Hyperparameter Optimization

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* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Update __init__.py

* Update README.md

* Update __init__.py

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* spelling

* Update tutorial.ipynb

* notebook cutt.ly links

* Update README.md

* Update README.md

* cutt.ly links in tutorial

* Removed labels as they show up on last subplot only

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-08-05 20:50:49 +02:00
Glenn Jocher bc9fcb1767
HUBDatasetStats() preview images to 50 quality (#8880)
@kalenmike should represent a 30% filesize reduction vs 75 quality
2022-08-05 14:45:41 +02:00
Glenn Jocher 84e7748564
Update dataloaders.py remove `float64` shapes (#8865)
May help https://github.com/ultralytics/yolov5/issues/8862
2022-08-04 17:06:08 +02:00
Glenn Jocher a75a1105a1
Self-contained checkpoint `--resume` (#8839)
* Single checkpoint resume

* Update train.py

* Add hyp

* Add hyp

* Add hyp

* FIX

* avoid resume on url data

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* avoid resume on url data

* avoid resume on url data

* Update

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2022-08-03 21:28:22 +02:00
Glenn Jocher 08c8c3e00a
New `smart_resume()` (#8838)
* New `smart_resume()`

* Update torch_utils.py

* Update torch_utils.py

* Update torch_utils.py

* fix
2022-08-02 15:13:58 +02:00
Glenn Jocher ba140e5685
RUN git clone instead of COPY to `/usr/src/app` (#8827)
Update
2022-08-01 21:45:31 +02:00
Glenn Jocher 39ce8ca19a
Remove `assert not is_docker()` from GitHub checks (#8813)
* Update

* Update
2022-08-01 03:01:44 +02:00
Amir Pourmand afa403a809
Check git status on upstream `ultralytics` or `origin` dynamically (#8694)
* Add remote ultralytics and check git status with that

* Simplify

* Update general.py

* Update general.py

* s fix

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-07-31 18:17:38 +02:00
Glenn Jocher 555976b346
FROM nvcr.io/nvidia/pytorch:22.07-py3 (#8808) 2022-07-31 15:23:57 +02:00
jbutle55 567397d67a
Fix confusion matrix update when no predictions are made (#8748)
* Fix confusion matrix update when no predictions are made

* Update metrics.py

* Simply confusion matrix changes

* Simply confusion matrix fix

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-07-29 14:06:23 +02:00
Max Strobel 0b5ac224ae
fix: broken ``is_docker`` check (#8711)
Checking if ``/workspace`` exists is not a reliable method to check if
the process runs in a docker container.

Reusing the logic from the npm "is-docker" package to check if the
process runs in a container.
References: https://github.com/sindresorhus/is-docker/blob/main/index.js

Fixes #8710.

Co-authored-by: Maximilian Strobel <Maximilian.Strobel@infineon.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-07-26 19:02:44 +02:00
Glenn Jocher c775a296a7
Revert "Fix BGR->RGB Bug in albumentations #8641" (#8727)
Revert "Fix BGR->RGB Bug in albumentations #8641 (#8695)"

This reverts commit 2e1291fdce.
2022-07-26 19:00:48 +02:00