* Update plots for Chinese fonts
* make is_chinese() non-str safe
* Add global FONT
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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* Update general.py
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* 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>
* 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
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>
* Check TensorRT>=8.0.0 version
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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
* 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>
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.
* Remove NCOLS from tqdm
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* update
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* reformat
* Single-line argparser argument
* Update README.md
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* Update README.md
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Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
* Add feature map to save npy files
Add feature map to save npy files,export npy files with 32 feature maps per layer.
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* Update plots.py
* Update plots.py
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* Update plots.py
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Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
* prune unused imports
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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>
* AutoBatch, AutoAnchor `LOGGER`
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* Update autoanchor.py
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* Improve plots.py robustness
Addresses issues #5374, #5395, #5611
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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>
* Update __init__.py
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* notebook_init
* notebook_init
* notebook_init
* notebook_init
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* notebook_init
* Created using Colaboratory
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* Logger consolidation
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* Fix `save_one_box()`
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Resolves https://github.com/ultralytics/yolov5/pull/5341#issuecomment-961774729
Tests:
```python
import glob
import re
from pathlib import Path
def increment_path(path, exist_ok=False, sep='', mkdir=False):
# Increment file or directory path, i.e. runs/exp --> runs/exp{sep}2, runs/exp{sep}3, ... etc.
path = Path(path) # os-agnostic
if path.exists() and not exist_ok:
path, suffix = (path.with_suffix(''), path.suffix) if path.is_file() else (path, '')
dirs = glob.glob(f"{path}{sep}*") # similar paths
matches = [re.search(rf"%s{sep}(\d+)" % path.stem, d) for d in dirs]
i = [int(m.groups()[0]) for m in matches if m] # indices
n = max(i) + 1 if i else 2 # increment number
path = Path(f"{path}{sep}{n}{suffix}") # increment path
if mkdir:
path.mkdir(parents=True, exist_ok=True) # make directory
return path
print(increment_path('runs'))
print(increment_path('export.py'))
print(increment_path('abc.def.dir'))
print(increment_path('abc.def.file'))
```
* precommit: isort
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* Update isort config
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* Update name
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Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
* Meshgrid `indexing='ij'` for PyTorch 1.10
Will not merge currently as breaks backwards compatibility.
* Meshgrid `indexing='ij'` for PyTorch 1.10
Will not merge currently as breaks backwards compatibility.
* Add check_version hard argument
* Update comment
* take EXIF orientation tags into account when fixing corrupt images
* fit 120 char
* sort imports
* Update local exif_transpose comment
We have a local inplace version that is faster than the official as the image is not copied. AutoShape() uses this for Hub models, but here it is not important as the datasets.py usage is infrequent (AutoShape() it is applied every image).
* Update datasets.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
* take image files with uppercase extensions into account in autosplit
* case fix
* Refactor implementation
Removes additional variable (capital variable names are also only for global variables), and uses the same methodology as implemented earlier in datasets.py L409.
* Remove redundant rglob characters
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
* Autofix duplicate labels
PR changes duplicate label handling from report error and ignore image-label pair to report warning and autofix image-label pair.
This should fix this common issue for users and allow everyone to get started and get a model trained faster and easier than before.
* sign fix
* Cleanup
* Increment cache version
* all to any fix
Glenn Jocher
Jirka Borovec
toschi23
Jonathan Samelson
Matthias
Ayush Chaurasia
sitecao
imyhxy
johnk2hawaii
Henry
Chen Gen
Awsaf
JieLi
Mrinal Jain
iumyx2612
Felix You
Can
gggmt
Yu Zhang
Zengyf-CVer
dependabot[bot]
Werner Duvaud
Ayman Saleh
jdfr
NauchtanRobotics