* 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>
