Commit Graph

836 Commits

Author SHA1 Message Date
Glenn Jocher 1a3ecb8b38
`increment_path()` robustness improvements (#7628)
Improved robustness to filename edge cases like `data/images/zidane.23.jpg` that currently fail. May resolve https://github.com/ultralytics/yolov5/issues/7432
2022-04-28 14:00:43 -07:00
Glenn Jocher b53917de8d
Remove `tqdm.auto` (#7599) 2022-04-26 15:00:01 -07:00
Glenn Jocher e54e758cfb
Add PyTorch-only benchmark arg (#7564)
Usage:
```
python utils/benchmarks.py --weights yolov5s.pt --img 640 --pt-only
```
2022-04-24 20:03:23 -07:00
Glenn Jocher 7043872f25
PyTorch Hub `_verbose=False` fix2 (#7550)
* PyTorch Hub `_verbose=False` fix2

* Update downloads.py

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* Update

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2022-04-23 11:26:25 -07:00
Glenn Jocher 404b4fefbe
Update restapi.py (#7309)
* Update restapi.py

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2022-04-22 16:19:21 -07:00
Glenn Jocher 3a89377c04
Improve availability of YOLOv5 in Russia (#7545)
* Add redundant weights download mirrors

This PR seeks to improve access worldwide to YOLOv5 weights. Universal access to AI for all is our core value, and we are against any censorship or restriction efforts.

I've uploaded the official YOLOv5 v6.1 weights to a primary backup bucket on GCP and to secondary backup on Google Drive at https://drive.google.com/drive/folders/1EFQTEUeXWSFww0luse2jB9M1QNZQGwNl. Autodownload with try the first two locations (GitHuB release assets and GCP bucket), and point users to the Google Drive folder if the first two fail.

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2022-04-22 16:07:33 -07:00
Ayush Chaurasia 4cac1cfc8f
Add `--noplots` flag to suppress figures and images logging (#7534)
* support nomedia

* support nomedia for validation

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* Update train.py

* Revert no plot evolve

evolve plots do not contain any images

* Revert plot_results

contains no media

* Update wandb_utils.py

* sync-bn cleanup

* Cleanup

* Rename nomedia -> noplots

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2022-04-22 15:04:08 -07:00
Glenn Jocher f62609eb52
Update check_requirements() with `cmds=()` argument (#7543) 2022-04-22 14:31:05 -07:00
Powercube7 4b284a12c7
Update downloads.py current release (#7541)
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-04-22 13:44:54 -07:00
Zengyf-CVer c264795f50
Add mdformat to precommit checks and update other version (#7529)
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* Update CONTRIBUTING.md

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* Update README.md

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2022-04-22 13:36:27 -07:00
Glenn Jocher b804b36bc4
Add Docker `--file` argument to build (#7527) 2022-04-21 20:31:26 -07:00
Glenn Jocher 918d7b2b3f
Refactor Dockerfiles to `utils/docker` (#7510)
* Refactor Docker files

* Refactor Docker files

* Update Dockerfile
2022-04-20 14:23:55 -07:00
Joseph Kocherhans b77c8d9d72
Added `YOLOv5_AUTOINSTALL` environment variable (#7505)
* Added a way to skip dependency auto-installation.

Setting the environment variable `YOLOv5_AUTOINSTALL=False` will
skip installing any missing dependencies as if the user had passed
`install=False` to `check_requirements`.

* Cleanup

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-04-20 12:08:22 -07:00
Glenn Jocher ab5b917494
`check_fonts()` download to `CONFIG_DIR` fix (#7489)
Follows https://github.com/ultralytics/yolov5/pull/7488. Correct bug where fonts were downloading to current working directory rather than global CONFIG_DIR
2022-04-19 17:50:02 -07:00
Glenn Jocher c9042dc2ad
Improved non-latin `Annotator()` plotting (#7488)
* Improved non-latin labels Annotator plotting

May resolve https://github.com/ultralytics/yolov5/issues/7460

* Update train.py

* Update train.py

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* add progress arg

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2022-04-19 17:32:15 -07:00
Glenn Jocher c9a3b14a74
Disable `pbar` for DDP ranks > 0 (#7440) 2022-04-16 15:12:38 +02:00
Glenn Jocher 014acde79d
Update `git_describe()` (#7402)
* Update `git_describe()`

Add .git path check to avoid `fatal: not a git repository (or any of the parent directories): .git` printout

* Update general.py
2022-04-12 17:26:53 +02:00
Ayush Chaurasia 74aaab3312
Add version warning for wandb (#7385)
* add version warning

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* Cleanup

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2022-04-12 11:46:56 +02:00
Glenn Jocher 1993efd59e
Swap `unsafe_chunk()` for `chunk()` (#7362)
Eliminates all unsafe function in YOLOv5 out of an abundance of caution.
2022-04-10 13:53:28 +02:00
Glenn Jocher 406ee528f0
Loss and IoU speed improvements (#7361)
* Loss speed improvements

* bbox_iou speed improvements

* bbox_ioa speed improvements

* box_iou speed improvements

* box_iou speed improvements
2022-04-10 13:46:07 +02:00
Glenn Jocher 698a5d7f26
Add `python benchmarks.py --test` for export-only (#7350)
* Test exports

* Fix precommit
2022-04-09 01:32:16 +02:00
Glenn Jocher 446e6f563a
Rename 'MacOS' to 'macOS' (#7349) 2022-04-08 23:05:15 +02:00
Glenn Jocher 5f941a84ef
Print dataset scan only `if RANK in (-1, 0)` (#7337)
* Print dataset scan only `if RANK in (-1, 0)`

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2022-04-07 16:44:08 +02:00
Glenn Jocher 676e10cf1a
Simplify callbacks.py return (#7333)
* Simplify callbacks.py return

* Indent args (pytorch convention)

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2022-04-07 16:15:01 +02:00
Nick Martin a88a81469a
Copy wandb param dict before training to avoid overwrites (#7317)
* Copy wandb param dict before training to avoid overwrites.

Copy the hyperparameter dict retrieved from wandb configuration before passing it to `train()`. Training overwrites parameters in the dictionary (eg scaling obj/box/cls gains), which causes the values reported in wandb to not match the input values. This is confusing as it makes it hard to reproduce a run, and also throws off wandb's Bayesian sweep algorithm.

* Cleanup

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2022-04-06 18:35:33 +02:00
Glenn Jocher 245d6459a9
Add callbacks (#7315)
* Add `on_train_start()` callback

* Update

* Update
2022-04-06 17:23:34 +02:00
Glenn Jocher 32661f75ac
Add `retry=3` to `download()` (#7313)
* Add `retry=3` to `download()`

* Update general.py

* Update general.py

* Update general.py

* Update VOC.yaml

* Update VisDrone.yaml
2022-04-06 13:12:41 +02:00
Glenn Jocher f735458987
Use `tqdm.auto` (#7311) 2022-04-06 12:20:24 +02:00
Max Strobel 741fac815e
fix: disable usage of root logger (#7296)
* fix: disable usage of root logger

`logging.basicConfig` configures Python's root logger. This prohibits
fine control of logging, overwrites logging configuration done outside
the package, and is not best practice. Instead, the used logger is now
configured directly, and the root logger is untouched.

Example:
    If yolov5 is used as part of another project with some sophisticated
    logging, the internal `logging.basicConfig` call overwrites all the
    external configuration.

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2022-04-05 17:38:13 +02:00
Glenn Jocher 5f97001ed4
Context manager `open(file) as f` fixes (#7289)
* Flask context manager `open()` fix

* Additional read context manager fixes
2022-04-05 12:54:25 +02:00
Glenn Jocher 2181ef371e
Update `cv2.imread()` patch with flags argument (#7287) 2022-04-05 11:49:32 +02:00
pre-commit-ci[bot] 7882950577
[pre-commit.ci] pre-commit suggestions (#7279)
* [pre-commit.ci] pre-commit suggestions

updates:
- [github.com/asottile/pyupgrade: v2.31.0 → v2.31.1](https://github.com/asottile/pyupgrade/compare/v2.31.0...v2.31.1)
- [github.com/pre-commit/mirrors-yapf: v0.31.0 → v0.32.0](https://github.com/pre-commit/mirrors-yapf/compare/v0.31.0...v0.32.0)

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* Update yolo.py

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* Update tf.py

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2022-04-04 22:47:00 +02:00
Glenn Jocher 779efbb9ca Update 2022-04-03 21:21:55 +02:00
Glenn Jocher ffcbd8ca97
Export with official `nn.SiLU()` (#7256)
* Update

* Update time_limit
2022-04-03 18:45:05 +02:00
Zengyf-CVer dda669a12c
Fix Flask REST API (#7210)
* Update restapi.py

* Update restapi.py

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* Cleanup

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2022-04-03 13:19:26 +02:00
Glenn Jocher a19406b39d
Update minimum Python>=3.7.0 (#7247) 2022-04-02 15:05:00 +02:00
Glenn Jocher 37675e110f
Fix `www.youtube.com` hostname (#7242)
* Fix `www.youtube.com` hostname

* Update datasets.py
2022-04-01 21:38:49 +02:00
Glenn Jocher 2c3221844b
CLI `fire` prep updates (#7229)
* CLI fire prep updates

* revert unintentional TF export change
2022-03-31 17:11:43 +02:00
Jirka Borovec c3d5ac151e
precommit: yapf (#5494)
* precommit: yapf

* align isort

* fix

# Conflicts:
#	utils/plots.py

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* simplify colorstr

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* PyTorch Hub tuple fix

* PyTorch Hub tuple fix2

* PyTorch Hub tuple fix3

* Update setup

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2022-03-31 16:52:34 +02:00
Glenn Jocher 3373aab56c
NMS unused variable fix (#7161)
* NMS unused variable fix

* Update general.py
2022-03-26 16:52:58 +01:00
Glenn Jocher 26bfd44465
Adjust NMS time limit warning to batch size (#7156) 2022-03-26 11:45:28 +01:00
Zengyf-CVer a4c661873f
Fix `detect.py --view-img` for non-ASCII paths (#7093)
* Update detect.py

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* Update general.py

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2022-03-25 13:40:55 +01:00
RcINS d115bbf509
Fix `cv2.imwrite` on non-ASCII paths (#7139)
* Fix imwrite on non-ASCII paths

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2022-03-25 13:25:30 +01:00
yeshanliu bc3ed957ce
`np.fromfile()` Chinese image paths fix (#6979)
* 🎉 🆕 now can read Chinese image path. 

use "cv2.imdecode(np.fromfile(f, np.uint8), cv2.IMREAD_COLOR)" instead of "cv2.imread(f)" for Chinese image path.

* Update datasets.py

* Update __init__.py

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2022-03-23 15:35:15 +01:00
Glenn Jocher c3ae4e4af6
Multi-threaded VisDrone and VOC downloads (#7108)
* Multi-threaded VOC download

* Update VOC.yaml

* Update

* Update general.py

* Update general.py
2022-03-23 01:19:37 +01:00
Glenn Jocher 6134ec5d94
Model summary `pathlib` fix (#7104)
Stems not working correctly for YOLOv5l with current .rstrip() implementation. After fix:
```
YOLOv5l summary: 468 layers, 46563709 parameters, 46563709 gradients, 109.3 GFLOPs
```
2022-03-22 20:05:07 +01:00
Glenn Jocher ee0b3b2a95
Update benchmarks significant digits (#7103) 2022-03-22 18:02:35 +01:00
Glenn Jocher 05aae17333
`torch.split()` 1.7.0 compatibility fix (#7102)
* Update loss.py

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2022-03-22 17:36:05 +01:00
Glenn Jocher a600baed8e
Update model summary to display model name (#7101) 2022-03-22 15:41:19 +01:00
Glenn Jocher a2d617ece9
Update loss for FP16 `tobj` (#7088) 2022-03-21 19:18:34 +01:00
Glenn Jocher 6f128031d0
Update loss.py with `if self.gr < 1:` (#7087)
* Update loss.py with `if self.gr < 1:`

* Update loss.py
2022-03-21 18:35:36 +01:00
Glenn Jocher 9cd89b75cc
Fix2 `check_anchor_order()` in pixel-space not grid-space (#7067)
Follows https://github.com/ultralytics/yolov5/pull/7060 which provided only a partial solution to this issue. #7060 resolved occurences in yolo.py, this applies the same fix in autoanchor.py.
2022-03-20 18:55:13 +01:00
Glenn Jocher 178c109576
Add non-zero `da` `check_anchor_order()` condition (#7066) 2022-03-20 18:37:27 +01:00
Glenn Jocher 9e75cbf4c1
Update __init__.py (#7065) 2022-03-20 18:17:04 +01:00
Glenn Jocher e278fd63ec
Update W&B message to `LOGGER.info()` (#7064) 2022-03-20 18:15:22 +01:00
Glenn Jocher f327eee614
Fix `check_anchor_order()` in pixel-space not grid-space (#7060)
* Update `check_anchor_order()`

Use mean area per output layer for added stability.

* Check in pixel-space not grid-space fix
2022-03-20 16:27:51 +01:00
Philip Gutjahr 529fbc1814
Use PIL to eliminate chroma subsampling in crops (#7008)
* use pillow to save higher-quality jpg (w/o color subsampling)

* Cleanup and doc issue

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2022-03-20 15:46:29 +01:00
Glenn Jocher 9f4d11379b
Fix incomplete URL substring sanitation (#7056)
Resolves code scanning alert in https://github.com/ultralytics/yolov5/issues/7055
2022-03-20 14:18:05 +01:00
Glenn Jocher b0ba101ac0
`ComputeLoss()` indexing/speed improvements (#7048)
* device as class attribute

* Update loss.py

* Update loss.py

* improve zeros

* tensor split
2022-03-20 01:04:48 +01:00
Max Strobel 7c6a33564a
fix: add default PIL font as fallback (#7010)
* fix: add default font as fallback

Add default font as fallback if the downloading of the Arial.ttf font
fails for some reason, e.g. no access to public internet.

* Update plots.py

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2022-03-17 16:37:09 +01:00
Glenn Jocher 3f634d43c8
Conditional `Timeout()` by OS (disable on Windows) (#7013)
* Conditional `Timeout()` by OS (disable on Windows)

* Update general.py
2022-03-16 15:33:54 +01:00
Glenn Jocher c09fb2aa95
Update TQDM bar format (#6988) 2022-03-15 16:32:56 +01:00
Glenn Jocher 932dc78496
YOLOv5 Export Benchmarks for GPU (#6963)
* 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
Glenn Jocher caf7ad0500
Allow 3-point segments (#6938)
May resolve https://github.com/ultralytics/yolov5/issues/6931
2022-03-10 18:41:47 +01:00
Glenn Jocher 6dd82c0252
Move `git_describe()` to general.py (#6918)
* Move `git_describe()` to general.py

* Move `git_describe()` to general.py
2022-03-09 18:22:53 +01:00
Glenn Jocher e6e36aac10
Update bytes to GB with bitshift (#6886) 2022-03-07 19:26:37 +01:00
Glenn Jocher 4728840745
Update `--cache disk` deprecate `*_npy/` dirs (#6876)
* Updates

* Updates

* Updates

* Updates

* Updates

* Updates

* Updates

* Updates

* Updates

* Updates

* Cleanup

* Cleanup
2022-03-06 16:16:17 +01:00
Glenn Jocher 8a66ebad44
Add `*.ts` to `VID_FORMATS` (#6859) 2022-03-04 14:10:13 +01:00
Glenn Jocher 601dbb83f0
AutoAnchor improved initialization robustness (#6854)
* Update AutoAnchor

* Update AutoAnchor

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2022-03-04 10:32:18 +01:00
Louis Combaldieu bcc92e2169
Update sweep.yaml (#6825)
* 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
Glenn Jocher 63ddb6f0d0
Update autoanchor.py (#6794)
* Update autoanchor.py

* Update autoanchor.py
2022-02-26 19:15:12 +01:00
Glenn Jocher 0f819919ad
Update EMA decay `tau` (#6769)
* 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
Glenn Jocher c161557563
Default `OMP_NUM_THREADS=8` (#6770) 2022-02-25 00:09:14 +01:00
Glenn Jocher 2692e67c5f
Updated VOC hyperparameters (#6732)
* Update hyps

* Update hyp.VOC.yaml

* Update pathlib

* Update hyps

* Update hyps

* Update hyps

* Update hyps
2022-02-22 12:11:18 +01:00
Glenn Jocher c43f135571
Update `nw` to `max(nd, 1)` (#6714) 2022-02-20 21:47:46 +01:00
Glenn Jocher 4de8b24881
Suppress `torch` AMP-CPU warnings (#6706)
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
Samuel Yvon 0365379016
Fix floating point in number of workers `nw` (#6701)
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
Glenn Jocher 2e5c67e537
Robust `scipy.cluster.vq.kmeans` too few points (#6668)
* Handle `scipy.cluster.vq.kmeans` too few points

Resolves #6664

* Update autoanchor.py

* Cleanup
2022-02-17 12:55:03 +01:00
Glenn Jocher 1ff43702a8
Validate with 2x `--workers` single-GPU/CPU fix (#6659)
Fix for #6658 for single-GPU and CPU training use cases
2022-02-16 14:50:37 +01:00
Glenn Jocher 6769021901
Validate with 2x `--workers` (#6658) 2022-02-16 14:44:44 +01:00
imyhxy ca0a00784d
Fixed wandb logger KeyError (#6637) 2022-02-14 17:08:36 +01:00
Glenn Jocher 538930023c
Fix ConfusionMatrix scale `vmin=0.0` (#6638)
Fix attempt for https://github.com/ultralytics/yolov5/issues/6626
2022-02-14 14:54:55 +01:00
Glenn Jocher 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

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

* Cleanup

* Cleanup2

* Cleanup3

* Cleanup model_type

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2022-02-12 16:05:43 +01:00
Ayush Chaurasia 96d8f86085
W&B: don't log media in evolve (#6617) 2022-02-12 13:04:50 +01:00
Ayush Chaurasia 51f7750aad
W&B: Improve resume stability (#6611)
* 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
Glenn Jocher b40bdd6b2d
YouTube dependency fix `youtube_dl==2020.12.2` (#6612)
Per https://github.com/ultralytics/yolov5/issues/5860#issuecomment-1035320018 by @hdnh2006
2022-02-11 13:46:20 +01:00
or-toledano cb2ad9f685
Fix `ROOT / data` when running W&B `log_dataset()` (#6606)
* Fix missing data folder when running log_dataset

* Use ROOT/'data'

* PEP8 whitespace
2022-02-10 16:17:47 +01:00
Glenn Jocher c21da596f3
Fix `hyp_evolve.yaml` indexing bug (#6604)
* 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
Glenn Jocher 364b7c5111
Fix YouTube dislike button bug in `pafy` package (#6603)
Per https://github.com/ultralytics/yolov5/issues/6583#issuecomment-1034421945 by @alicera
2022-02-10 13:13:44 +01:00
Glenn Jocher 9c513ca629
Add `DATASETS_DIR` global in general.py (#6578) 2022-02-08 22:20:44 +01:00
Glenn Jocher f627bc53f8
Fix `plot_labels()` colored histogram bug (#6574)
* Fix `plot_labels()` colored histogram bug

* Cleanup
2022-02-08 14:03:50 +01:00
Glenn Jocher b57abb17f2
Move trainloader functions to class methods (#6559)
* 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
Jirka Borovec cba4303d32
Fix 6 Flake8 issues (#6541)
* 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
Glenn Jocher c3e599cfda
Update val_batch*.jpg for Chinese fonts (#6526)
* Update plots for Chinese fonts

* make is_chinese() non-str safe

* Add global FONT

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

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

* Update general.py

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2022-02-03 19:09:24 +01:00
Glenn Jocher 6445a8137e
Resolve dataset paths (#6489) 2022-02-01 15:54:51 +01:00
Glenn Jocher d8b5beb0b0
Fix2 `select_device()` for Multi-GPU (#6461)
* 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
Glenn Jocher 856d4e5733
Fix `select_device()` for Multi-GPU (#6434)
* 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
Glenn Jocher fe7de6a82d
Revert "Remove `dataset_stats()` autodownload capability (#6303)" (#6442)
This reverts commit 3119b2f27c.
2022-01-26 19:10:59 +01:00
toschi23 3b7ac28ed1
Add `*.asf` video support (#6436) 2022-01-26 14:26:02 +01:00
Glenn Jocher d5966c93f1
Namespace `VERBOSE` env variable to `YOLOv5_VERBOSE` (#6428)
* Verbose updates

* Verbose updates
2022-01-25 17:57:27 -05:00