3f634d43c8
Conditional `Timeout()` by OS (disable on Windows) ( #7013 )
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* Conditional `Timeout()` by OS (disable on Windows)
* Update general.py
2022-03-16 15:33:54 +01:00
c09fb2aa95
Update TQDM bar format ( #6988 )
2022-03-15 16:32:56 +01:00
932dc78496
YOLOv5 Export Benchmarks for GPU ( #6963 )
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* Add benchmarks.py GPU support
* Updates
* Updates
* Updates
* Updates
* Add --half
* Add TRT requirements
* Cleanup
* Add TF to warmup types
* Update export.py
* Update export.py
* Update benchmarks.py
2022-03-14 15:07:13 +01:00
caf7ad0500
Allow 3-point segments ( #6938 )
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May resolve https://github.com/ultralytics/yolov5/issues/6931
2022-03-10 18:41:47 +01:00
6dd82c0252
Move `git_describe()` to general.py ( #6918 )
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* Move `git_describe()` to general.py
* Move `git_describe()` to general.py
2022-03-09 18:22:53 +01:00
e6e36aac10
Update bytes to GB with bitshift ( #6886 )
2022-03-07 19:26:37 +01:00
4728840745
Update `--cache disk` deprecate `*_npy/` dirs ( #6876 )
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* Updates
* Updates
* Updates
* Updates
* Updates
* Updates
* Updates
* Updates
* Updates
* Updates
* Cleanup
* Cleanup
2022-03-06 16:16:17 +01:00
8a66ebad44
Add `*.ts` to `VID_FORMATS` ( #6859 )
2022-03-04 14:10:13 +01:00
601dbb83f0
AutoAnchor improved initialization robustness ( #6854 )
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* Update AutoAnchor
* Update AutoAnchor
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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2022-03-04 10:32:18 +01:00
bcc92e2169
Update sweep.yaml ( #6825 )
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* Update sweep.yaml
Changed focal loss gamma search range between 1 and 4
* Update sweep.yaml
lowered the min value to match default
2022-03-04 09:39:23 +01:00
63ddb6f0d0
Update autoanchor.py ( #6794 )
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* Update autoanchor.py
* Update autoanchor.py
2022-02-26 19:15:12 +01:00
0f819919ad
Update EMA decay `tau` ( #6769 )
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* Update EMA
* Update EMA
* ratio invert
* fix ratio invert
* fix2 ratio invert
* warmup iterations to 100
* ema_k
* implement tau
* implement tau
2022-02-25 12:33:09 +01:00
c161557563
Default `OMP_NUM_THREADS=8` ( #6770 )
2022-02-25 00:09:14 +01:00
2692e67c5f
Updated VOC hyperparameters ( #6732 )
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* Update hyps
* Update hyp.VOC.yaml
* Update pathlib
* Update hyps
* Update hyps
* Update hyps
* Update hyps
2022-02-22 12:11:18 +01:00
c43f135571
Update `nw` to `max(nd, 1)` ( #6714 )
2022-02-20 21:47:46 +01:00
4de8b24881
Suppress `torch` AMP-CPU warnings ( #6706 )
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This is a torch bug, but they seem unable or unwilling to fix it so I'm creating a suppression in YOLOv5.
Resolves https://github.com/ultralytics/yolov5/issues/6692
2022-02-19 16:48:33 +01:00
0365379016
Fix floating point in number of workers `nw` ( #6701 )
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Integer division by a float yields a (rounded) float. This causes
the dataloader to crash when creating a range.
2022-02-18 21:06:21 +01:00
2e5c67e537
Robust `scipy.cluster.vq.kmeans` too few points ( #6668 )
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* Handle `scipy.cluster.vq.kmeans` too few points
Resolves #6664
* Update autoanchor.py
* Cleanup
2022-02-17 12:55:03 +01:00
1ff43702a8
Validate with 2x `--workers` single-GPU/CPU fix ( #6659 )
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Fix for #6658 for single-GPU and CPU training use cases
2022-02-16 14:50:37 +01:00
6769021901
Validate with 2x `--workers` ( #6658 )
2022-02-16 14:44:44 +01:00
ca0a00784d
Fixed wandb logger KeyError ( #6637 )
2022-02-14 17:08:36 +01:00
538930023c
Fix ConfusionMatrix scale `vmin=0.0` ( #6638 )
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Fix attempt for https://github.com/ultralytics/yolov5/issues/6626
2022-02-14 14:54:55 +01:00
a45e472358
YOLOv5 Export Benchmarks ( #6613 )
...
* Add benchmarks.py
* Update
* Add requirements
* Updates
* Updates
* Updates
* Updates
* Updates
* Updates
* dataset autodownload from root
* Update
* Redirect to /dev/null
* sudo --help
* Cleanup
* Add exports pd df
* Updates
* Updates
* Updates
* Cleanup
* dir handling fix
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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* Cleanup
* Cleanup2
* Cleanup3
* Cleanup model_type
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2022-02-12 16:05:43 +01:00
96d8f86085
W&B: don't log media in evolve ( #6617 )
2022-02-12 13:04:50 +01:00
51f7750aad
W&B: Improve resume stability ( #6611 )
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* log best.pt metrics at train end
* update
* Update __init__.py
* flush callbacks when using evolve
* remember batch size on resuming
* Update train.py
* improve stability of resume
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-02-12 13:03:09 +01:00
b40bdd6b2d
YouTube dependency fix `youtube_dl==2020.12.2` ( #6612 )
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Per https://github.com/ultralytics/yolov5/issues/5860#issuecomment-1035320018 by @hdnh2006
2022-02-11 13:46:20 +01:00
cb2ad9f685
Fix `ROOT / data` when running W&B `log_dataset()` ( #6606 )
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* Fix missing data folder when running log_dataset
* Use ROOT/'data'
* PEP8 whitespace
2022-02-10 16:17:47 +01:00
c21da596f3
Fix `hyp_evolve.yaml` indexing bug ( #6604 )
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* Fix `hyp_evolve.yaml` indexing bug
Bug caused hyp_evolve.yaml to display latest generation result rather than best generation result.
* Update plots.py
* Update general.py
* Update general.py
* Update general.py
2022-02-10 14:51:29 +01:00
364b7c5111
Fix YouTube dislike button bug in `pafy` package ( #6603 )
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Per https://github.com/ultralytics/yolov5/issues/6583#issuecomment-1034421945 by @alicera
2022-02-10 13:13:44 +01:00
9c513ca629
Add `DATASETS_DIR` global in general.py ( #6578 )
2022-02-08 22:20:44 +01:00
f627bc53f8
Fix `plot_labels()` colored histogram bug ( #6574 )
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* Fix `plot_labels()` colored histogram bug
* Cleanup
2022-02-08 14:03:50 +01:00
b57abb17f2
Move trainloader functions to class methods ( #6559 )
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* Move trainloader functions to class methods
* results = ThreadPool(NUM_THREADS).imap(self.load_image, range(n))
* Cleanup
2022-02-07 18:59:26 +01:00
cba4303d32
Fix 6 Flake8 issues ( #6541 )
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* F541
* F821
* F841
* E741
* E302
* E722
* Apply suggestions from code review
* Update general.py
* Update datasets.py
* Update export.py
* Update plots.py
* Update plots.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-02-05 15:22:59 +01:00
c3e599cfda
Update val_batch*.jpg for Chinese fonts ( #6526 )
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* Update plots for Chinese fonts
* make is_chinese() non-str safe
* Add global FONT
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2022-02-03 19:09:24 +01:00
6445a8137e
Resolve dataset paths ( #6489 )
2022-02-01 15:54:51 +01:00
d8b5beb0b0
Fix2 `select_device()` for Multi-GPU ( #6461 )
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* Fix2 select_device() for Multi-GPU
* Cleanup
* Cleanup
* Simplify error message
* Improve assert
* Update torch_utils.py
2022-01-28 08:18:01 +01:00
856d4e5733
Fix `select_device()` for Multi-GPU ( #6434 )
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* Fix `select_device()` for Multi-GPU
Possible fix for https://github.com/ultralytics/yolov5/issues/6431
* Update torch_utils.py
* Update torch_utils.py
* Update torch_utils.py
* Update torch_utils.py
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
2022-01-26 23:47:00 +01:00
fe7de6a82d
Revert "Remove `dataset_stats()` autodownload capability ( #6303 )" ( #6442 )
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This reverts commit 3119b2f27c
2022-01-26 19:10:59 +01:00
3b7ac28ed1
Add `*.asf` video support ( #6436 )
2022-01-26 14:26:02 +01:00
d5966c93f1
Namespace `VERBOSE` env variable to `YOLOv5_VERBOSE` ( #6428 )
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* Verbose updates
* Verbose updates
2022-01-25 17:57:27 -05:00
ed9bac8392
Rename logger from 'utils.logger' to 'yolov5' ( #6421 )
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* Gave a more explicit name to the logger
* Cleanup
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-01-25 07:21:06 -08:00
482af479c0
Add `detect.py` GIF video inference ( #6410 )
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* Add detect.py GIF video inference
* Cleanup
2022-01-24 13:11:11 -08:00
8efe97719c
Add `stop_training=False` flag to callbacks ( #6365 )
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* New flag 'stop_training' in util.callbacks.Callbacks class to prematurely stop training from callback handler
* Removed most of the new checks, leaving only the one after calling 'on_train_batch_end'
* Cleanup
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-01-22 16:37:21 -10:00
9bcc32a5bf
Flush callbacks when on `--evolve` ( #6374 )
...
* log best.pt metrics at train end
* update
* Update __init__.py
* flush callbacks when using evolve
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-01-20 13:22:47 -10:00
e1893c894a
`DEVICE_COUNT` instead of `WORLD_SIZE` to calculate `nw` ( #6324 )
2022-01-20 13:06:26 -10:00
4e841b9b16
Reuse `de_parallel()` rather than `is_parallel()` ( #6354 )
2022-01-20 10:50:17 -10:00
9708cf56ea
New environment variable `VERBOSE` ( #6353 )
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New environment variable `VERBOSE`
2022-01-19 14:32:19 -10:00
fd55271c04
Console corrupted -> corrupt ( #6338 )
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* Console corrupted -> corrupt
Minor style changes.
* Update export.py
2022-01-18 10:49:26 -10:00
3119b2f27c
Remove `dataset_stats()` autodownload capability ( #6303 )
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* Remove `dataset_stats()` autodownload capability
@kalenmike security update per Slack convo
* Update datasets.py
2022-01-18 10:04:49 -10:00
436ffc417a
`select_device()` cleanup ( #6302 )
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* `select_device()` cleanup
* Update torch_utils.py
* Update torch_utils.py
* Update torch_utils.py
* Update torch_utils.py
* Update torch_utils.py
2022-01-14 15:48:15 -10:00
a1a9c6884c
Fixing bug multi-gpu training ( #6299 )
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* Fixing bug multi-gpu training
This solves this issue: https://github.com/ultralytics/yolov5/issues/6297#issue-1103853348
* Update torch_utils.py for pep8
2022-01-14 10:11:06 -10:00
e7bf38277f
Fix `device` count check ( #6290 )
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* Fix device count check()
* Update torch_utils.py
* Update torch_utils.py
* Update hubconf.py
2022-01-13 21:23:03 -10:00
af001349e4
Add `is_kaggle()` function ( #6285 )
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* Add `is_kaggle()` function
Return True if environment is Kaggle Notebook.
* Remove root loggers only if is_kaggle() == True
* Update general.py
2022-01-13 12:39:42 -10:00
9e9219fe17
Fix `nan`-robust stream FPS ( #6198 )
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Fix for Webcam stop working suddenly (Issue #6197 )
2022-01-04 19:32:42 -08:00
b4a29b5a8d
Update NMS `max_wh=7680` for 8k images ( #6178 )
2022-01-03 10:54:52 -08:00
affa284352
Refactor/reduce G/C/D/IoU `if: else` statements ( #6087 )
...
* Refactor the code to reduece else
* Update metrics.py
* Cleanup
Co-authored-by: Cmos <gen.chen@ubisoft.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-12-30 13:59:29 -08:00
7b6938d5b5
Log best results ( #6085 )
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* log best result in summary
* comment added
* add space for `flake8`
* log `best/epoch`
* fix `dimension` for epoch
ValueError: all the input arrays must have same number of dimensions
* log `best/` in `utils.logger.__init__`
* fix pre-commit
1. missing whitespace around operator
2. over-indented
2021-12-30 13:47:53 -08:00
9155eb8641
W&B: Log best results after training ends ( #6120 )
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* log best.pt metrics at train end
* update
* Update __init__.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-12-30 11:43:19 -08:00
db6ec66a60
W&B: track batch size after autobatch ( #6039 )
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* track batch size after autobatch
* remove redundant import
* Update __init__.py
* Update __init__.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-12-23 14:23:50 +01:00
afa5cfb0f8
Reduce G/D/CIoU logic operations ( #6074 )
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Consider that the default value is CIOU，adjust the order of judgment could reduce the number of judgments.
And “elif CIoU:” didn't need 'if'.
Co-authored-by: 李杰 <360751194@qq.comqq.com>
2021-12-23 11:53:00 +01:00
b8a4babd60
Simplify `set_logging()` indexing ( #6042 )
2021-12-20 17:42:52 +01:00
0db9d5b6a2
Kaggle `LOGGER` fix ( #6041 )
2021-12-20 17:30:46 +01:00
407a905747
Check TensorRT>=8.0.0 version ( #6021 )
...
* Check TensorRT>=8.0.0 version
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2021-12-17 14:59:46 +01:00
da9a1b719b
Allow `--weights URL` ( #5991 )
2021-12-15 15:27:08 +01:00
b7d18f3636
Increase `ar_thr` from 20 to 100 for better detection on slender (high aspect ratio) objects ( #5556 )
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* Making `ar_thr` available as a hyperparameter
* Disabling ar_thr as hyperparameter and computing from the dataset instead
* Fixing bug in ar_thr computation
* Fix `ar_thr` to 100
2021-12-15 14:42:23 +01:00
c9a46a60e0
Update callbacks.py with `__init__()` ( #5979 )
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Add __init__() function.
2021-12-14 15:47:49 +01:00
8f875d93a2
Refactor NUM_THREADS ( #5954 )
2021-12-11 14:32:18 +01:00
a42af30d8a
Update `strip_optimizer()` ( #5949 )
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Replace 'training_result' with 'best_fitness' in strip_optimizer() to match key with ckpt from train.py
2021-12-10 18:06:27 +01:00
c45f9f678d
Make `select_device()` robust to `batch_size=-1` ( #5940 )
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* Find out a bug. When set batch_size = -1 to use the autobatch.
reproduce:
* Fix type conflict
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-12-10 15:27:20 +01:00
c77a5a84e3
Absolute '/content/sample_data' ( #5922 )
2021-12-08 17:31:31 +01:00
a3d5f1d3e3
Revert "Update `plot_lr_scheduler()` ( #5864 )" ( #5920 )
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This reverts commit 360eec6910
2021-12-08 16:46:24 +01:00
7d56d45124
Add hardware checks to `notebook_init()` ( #5919 )
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* Update notebook
* Update notebook
* update string
* update string
* Updates
* Updates
* Updates
* check both ipython and psutil
* remove sample_data if is_colab
* cleanup
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2021-12-08 14:57:03 +01:00
3f152e5807
Update wandb_utils.py ( #5908 )
2021-12-07 16:09:11 +01:00
7bf04d9bbf
`AutoShape()` models as `DetectMultiBackend()` instances ( #5845 )
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* Update AutoShape()
* autodownload ONNX
* Cleanup
* Finish updates
* Add Usage
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* Update
* fix device
* Update hubconf.py
* Update common.py
* smart param selection
* autodownload all formats
* autopad only pytorch models
* new_shape edits
* stride tensor fix
* Cleanup
2021-12-04 15:00:07 +01:00
d885799c71
Update `nl` after `cutout()` ( #5873 )
2021-12-03 15:28:14 +01:00
360eec6910
Update `plot_lr_scheduler()` ( #5864 )
...
shallow copy modify originals
2021-12-03 13:37:45 +01:00
00e308f7be
Update TorchScript suffix to `*.torchscript` ( #5856 )
2021-12-02 16:06:45 +01:00
1679aacdc7
Update `LoadImages` `ret_val=False` handling ( #5852 )
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Video errors may occur.
2021-12-02 10:57:39 +01:00
e8f8f2b903
Avoid inplace modifying`imgs` in `LoadStreams` ( #5850 )
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When OpenCV retrieving image fail, original code would modify source images **inplace**, which may result in plotting bounding boxes on a black image. That is, before inference, source image `im0s[i]` is OK, but after inference before `Process predictions`, `im0s[i]` may have been changed.
2021-12-02 10:51:19 +01:00
bc484579d7
Handle non-TTY `wandb.errors.UsageError` ( #5839 )
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* `try: except (..., wandb.errors.UsageError)`
* bug fix
2021-12-01 15:38:02 +01:00
5ca5dd4c87
Update `dataset_stats()` to `cv2.INTER_AREA` ( #5821 )
2021-11-29 13:15:36 +01:00
7c6bae0ae6
Remove NCOLS from tqdm ( #5804 )
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* Remove NCOLS from tqdm
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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2021-11-26 13:37:28 +01:00
f2ca30a407
W&B: refactor W&B tables ( #5737 )
...
* update
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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* reformat
* Single-line argparser argument
* Update README.md
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* Update README.md
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2021-11-25 17:19:21 +01:00
4ca4aec46f
Do not save hyp.yaml and opt.yaml on evolve ( #5775 )
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* Do not save hyp.yaml and opt.yaml on evolve
* Update general.py
2021-11-24 23:25:51 +01:00
f17c86b7f0
Save *.npy features on detect.py `--visualize` ( #5701 )
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* Add feature map to save npy files
Add feature map to save npy files,export npy files with 32 feature maps per layer.
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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* Update plots.py
* Update plots.py
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* Update plots.py
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2021-11-21 20:21:44 +01:00
36d12a500e
Explicitly compute TP, FP in val.py ( #5727 )
2021-11-20 01:04:56 +01:00
eb51ffdcac
Prune unused imports ( #5711 )
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* prune unused imports
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2021-11-19 13:32:53 +01:00
8df64a9122
`NUM_THREADS` leave at least 1 CPU free ( #5706 )
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Updated strategy leaves at least 1 cpu free to avoid system overloads. Partially addresses https://github.com/ultralytics/yolov5/issues/5685
2021-11-18 14:53:42 +01:00
fb19561f98
Bump pip from 19.2 to 21.1 in /utils/google_app_engine ( #5661 )
...
Bumps [pip](https://github.com/pypa/pip ) from 19.2 to 21.1.
- [Release notes](https://github.com/pypa/pip/releases )
- [Changelog](https://github.com/pypa/pip/blob/main/NEWS.rst )
- [Commits](https://github.com/pypa/pip/compare/19.2...21.1 )
---
updated-dependencies:
- dependency-name: pip
dependency-type: direct:production
...
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2021-11-15 20:10:29 +01:00
540ef0dd30
W&B refactor, handle exceptions, CI example ( #5618 )
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* handle exceptions| attempt CI
* update
* Pre-commit manual run
* yaml one-liner
* Update ci-testing.yml
* Comment W&B CI
Leave as example for future separate CI
* Update ci-testing.yml
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-11-14 13:26:53 +01:00
80cfaf40ef
AutoAnchor and AutoBatch `LOGGER` ( #5635 )
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* AutoBatch, AutoAnchor `LOGGER`
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2021-11-13 15:40:18 +01:00
09d170381c
Default DataLoader `shuffle=True` for training ( #5623 )
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* Fix shuffle DataLoader argument
* Add shuffle argument
* Disable shuffle when rect
* Cleanup, add rect warning
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2021-11-13 13:07:32 +01:00
7473f0f95d
DDP `WORLD_SIZE`-safe dataloader workers ( #5631 )
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* WORLD_SIZE-safe workers
* Update with DDP comment
2021-11-12 14:48:55 +01:00
d5b21b1ecb
HUB dataset previews to JPEG ( #5627 )
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@kalenmike per our convo yesterday.
2021-11-12 12:05:25 +01:00
def7a0fd19
Improve plots.py robustness ( #5616 )
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* Improve plots.py robustness
Addresses issues #5374 , #5395 , #5611
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2021-11-11 12:56:38 +01:00
69032519bc
`np.unique()` sort fix for segments ( #5609 )
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* `np.unique()` sort fix for segments
* Update datasets.py
2021-11-11 00:15:17 +01:00
61c50199a2
Update train, val `tqdm` to fixed width ( #5367 )
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* Update tqdm for fixed width
* Update val.py
* Update val.py
* Try ncols= in train.py
* NCOLS
* NCOLS
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2021-11-10 15:47:38 +01:00
27bf4282d3
Fix `check_requirements()` resource warning allocation open file ( #5602 )
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* Fix to resource warning allocation; utilize file.open within a context manager
* rename fh to f
in keeping with naming convention
Co-authored-by: Ayman Saleh <aymansaleh@Aymans-MacBook-Pro-2.local>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-11-10 12:51:30 +01:00
7ebb5e5da6
Add `notebook_init()` to utils/__init__.py ( #5488 )
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* Update __init__.py
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2021-11-09 23:03:19 +01:00
3883261143
New `DetectMultiBackend()` class ( #5549 )
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* New `DetectMultiBackend()` class
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* pb to pt fix
* Cleanup
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* val.py MultiBackend inference
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2021-11-09 16:45:02 +01:00
Glenn Jocher
Louis Combaldieu
Samuel Yvon
imyhxy
Ayush Chaurasia
or-toledano
Jirka Borovec
toschi23
Jonathan Samelson
Matthias
sitecao
johnk2hawaii
Henry
Chen Gen
Awsaf
JieLi
Mrinal Jain
iumyx2612
Felix You
Can
gggmt
Yu Zhang
Zengyf-CVer
dependabot[bot]
Werner Duvaud
Ayman Saleh