Glenn Jocher
5ea771d93d
Move IoU functions to metrics.py ( #3820 )
2021-06-29 13:18:13 +02:00
Glenn Jocher
3213d8713f
Fix for dataset_stats() with updated data.yaml ( #3819 )
...
@KalenMike
2021-06-29 12:44:59 +02:00
Glenn Jocher
02719dde52
Update feature_visualization() ( #3807 )
...
* Update `feature_visualization()`
Only plot for data with height, width > 1
* cleanup
* Cleanup
2021-06-28 13:48:14 +02:00
Glenn Jocher
47543f97b1
FROM nvcr.io/nvidia/pytorch:21.05-py3 ( #3794 )
2021-06-26 17:12:43 +02:00
Glenn Jocher
5e6886c860
Update Dockerfile ( #3792 )
2021-06-26 16:51:17 +02:00
Glenn Jocher
96c87f1711
nvcr.io/nvidia/pytorch:21.06-py3 ( #3791 )
2021-06-26 16:28:06 +02:00
Glenn Jocher
07166ba38c
Update Usage examples ( #3790 )
2021-06-26 16:09:56 +02:00
Glenn Jocher
92d49fde35
Update seeds for single-GPU reproducibility ( #3789 )
...
For seed=0 on single-GPU.
2021-06-26 15:42:40 +02:00
Glenn Jocher
8e7f285051
Fix datasets for aws and get_coco.sh ( #3788 )
...
* merge master
* Update get_coco.sh
2021-06-26 15:29:16 +02:00
Glenn Jocher
bd581b330b
Create hyp.scratch-p6.yaml ( #3787 )
2021-06-26 15:13:06 +02:00
Glenn Jocher
8035b61682
Update objectness IoU sort ( #3786 )
2021-06-26 14:52:18 +02:00
Glenn Jocher and U-LAPTOP-5N89P8V7\banhu
157aa2f886
Objectness IoU Sort ( #3610 )
...
Co-authored-by: U-LAPTOP-5N89P8V7\banhu <ban.huang@foxmail.com >
2021-06-26 14:45:53 +02:00
Glenn Jocher
9dc5d35fce
Update README.md fix banner width ( #3785 )
2021-06-26 13:05:46 +02:00
Glenn Jocher
f89941711c
NGA xView 2018 Dataset Auto-Download ( #3775 )
...
* update clip_coords for numpy
* uncomment
* cleanup
* Add autosplits
* fix
* cleanup
2021-06-26 00:49:05 +02:00
Glenn Jocher
f2d97ebb25
Remove DDP MultiHeadAttention fix ( #3768 )
2021-06-25 12:52:05 +02:00
Glenn Jocher
03281f8c76
COCO annotations JSON fix ( #3764 )
2021-06-25 01:55:53 +02:00
Glenn Jocher
f79d7479da
Add optional dataset.yaml path attribute ( #3753 )
...
* Add optional dataset.yaml `path` attribute
@KalenMike
* pass locals to python scripts
* handle lists
* update coco128.yaml
* Capitalize first letter
* add test key
* finalize GlobalWheat2020.yaml
* finalize objects365.yaml
* finalize SKU-110K.yaml
* finalize SKU-110K.yaml
* finalize VisDrone.yaml
* NoneType fix
* update download comment
* voc to VOC
* update
* update VOC.yaml
* update VOC.yaml
* remove dashes
* delete get_voc.sh
* force coco and coco128 to ../datasets
* Capitalize Argoverse_HD.yaml
* Capitalize Objects365.yaml
* update Argoverse_HD.yaml
* coco segments fix
* VOC single-thread
* update Argoverse_HD.yaml
* update data_dict in test handling
* create root
2021-06-25 01:25:03 +02:00
Glenn Jocher
ae4261c774
Force non-zero hyp evolution weights w ( #3748 )
...
Fix for https://github.com/ultralytics/yolov5/issues/3741
2021-06-23 12:56:22 +02:00
Glenn Jocher
fdc22398fa
Create data/hyps directory ( #3747 )
2021-06-23 12:49:38 +02:00
Glenn Jocher
63060910a6
Update check_datasets() for dynamic unzip path ( #3732 )
...
@KalenMike
2021-06-22 16:05:38 +02:00
Glenn Jocher
9ac7d388a9
Backwards compatible cache version checks ( #3730 )
2021-06-22 13:50:47 +02:00
Glenn Jocher
b83e1a4adc
Fix img2label_paths() order ( #3720 )
...
* Fix `img2label_paths()` order
* fix, 1
2021-06-21 22:50:56 +02:00
Glenn Jocher
1f69d12591
Update 4 main ops for paths and .run() ( #3715 )
...
* Add yolov5/ to path
* rename functions to run()
* cleanup
* rename fix
* CI fix
* cleanup find models/export.py
2021-06-21 17:25:04 +02:00
Glenn Jocher
e8810a53e8
Update DDP backend if dist.is_nccl_available() ( #3705 )
2021-06-20 17:15:42 +02:00
Glenn Jocher
fbf41e0913
Add train.run() method ( #3700 )
...
* Update train.py explicit arguments
* Update train.py
* Add run method
2021-06-20 15:06:58 +02:00
Glenn Jocher
c1af67dcd4
Add torch DP warning ( #3698 )
2021-06-19 19:50:46 +02:00
Glenn Jocher
b3e2f4e08d
Eliminate total_batch_size variable ( #3697 )
...
* Eliminate `total_batch_size` variable
* cleanup
* Update train.py
2021-06-19 19:14:59 +02:00
Glenn Jocher
fad27c0046
Update DDP for torch.distributed.run with gloo backend ( #3680 )
...
* Update DDP for `torch.distributed.run`
* Add LOCAL_RANK
* remove opt.local_rank
* backend="gloo|nccl"
* print
* print
* debug
* debug
* os.getenv
* gloo
* gloo
* gloo
* cleanup
* fix getenv
* cleanup
* cleanup destroy
* try nccl
* return opt
* add --local_rank
* add timeout
* add init_method
* gloo
* move destroy
* move destroy
* move print(opt) under if RANK
* destroy only RANK 0
* move destroy inside train()
* restore destroy outside train()
* update print(opt)
* cleanup
* nccl
* gloo with 60 second timeout
* update namespace printing
2021-06-19 16:30:25 +02:00
Glenn Jocher
5bab9a28e4
Reformat ( #3694 )
2021-06-19 14:21:28 +02:00
Glenn Jocher
814806c61d
Update cache check ( #3691 )
...
Swapped order of operations for faster first per https://github.com/ultralytics/yolov5/commit/f527704cd32c42bc0bba9cce04601783b8563204#r52362419
2021-06-19 11:22:09 +02:00
Glenn Jocher
463628a4d8
Update README.md ( #3684 )
2021-06-18 17:12:42 +02:00
Glenn Jocher
f527704cd3
Cache v0.3: improved corrupt image/label reporting ( #3676 )
...
* Cache v0.3: improved corrupt image/label reporting
Fix for https://github.com/ultralytics/yolov5/issues/3656#issuecomment-863660899
* cleanup
2021-06-18 10:21:47 +02:00
Glenn Jocher
2296f1546f
Update WORLD_SIZE and RANK retrieval ( #3670 )
2021-06-17 23:24:30 +02:00
Glenn Jocher
045d5d8629
Update TensorBoard ( #3669 )
2021-06-17 22:12:42 +02:00
Glenn Jocher
fa201f968e
Update train(hyp, *args) to accept hyp file or dict ( #3668 )
2021-06-17 22:03:25 +02:00
Glenn Jocher
6d6e2ca65f
Update train.py ( #3667 )
2021-06-17 21:32:39 +02:00
Glenn Jocher
ac34834563
Update download_weights.sh comment ( #3662 )
2021-06-17 16:21:10 +02:00
Glenn Jocher
2754adad46
Remove /weights directory ( #3659 )
...
* Remove `/weights` directory
* cleanup
2021-06-17 14:44:12 +02:00
Glenn Jocher
9b6dba6207
Update dataset_stats() to list of dicts ( #3657 )
...
* Update `dataset_stats()` to list of dicts
@KalenMike
* Update datasets.py
2021-06-17 13:59:52 +02:00
Glenn Jocher
6187edcb53
Update CONTRIBUTING.md ( #3647 )
2021-06-16 19:57:11 +02:00
Glenn Jocher
3ce0db89b0
Update CONTRIBUTING.md ( #3645 )
...
* Update CONTRIBUTING.md
* Update CONTRIBUTING.md
* Update CONTRIBUTING.md
* Update CONTRIBUTING.md
2021-06-16 19:48:30 +02:00
Glenn Jocher
bb79e13d52
RUN pip install --no-cache -U torch torchvision ( #3637 )
2021-06-16 12:35:33 +02:00
Glenn Jocher
6c0e1d9fd7
Update verify_image_label() ( #3635 )
2021-06-16 11:12:15 +02:00
Glenn Jocher
65f81bfefa
Add **/*.torchscript.pt ( #3634 )
2021-06-16 10:49:50 +02:00
Glenn Jocher
de56813ba8
FROM nvcr.io/nvidia/pytorch:21.05-py3 ( #3633 )
2021-06-16 10:40:31 +02:00
Glenn Jocher
30e4c4f092
Update README.md ( #3624 )
2021-06-15 15:44:10 +02:00
Glenn Jocher
7d3686a686
Update check_file() ( #3622 )
...
* Update `check_file()`
* Update datasets.py
2021-06-15 13:21:04 +02:00
Glenn Jocher
239a11c197
Download COCO and VOC by default ( #3608 )
2021-06-14 13:58:54 +02:00
Glenn Jocher
f8adee156d
merge develop
2021-06-14 10:45:15 +02:00
Glenn Jocher
88b1945241
Delete __init__.py ( #3596 )
2021-06-12 15:21:37 +02:00
Glenn Jocher
7a565f130a
Update dataset_stats() ( #3593 )
...
@KalenMike this is a PR to add image filenames and labels to our stats dictionary and to save the dictionary to JSON. Save location is next to the train labels.cache file. The single JSON contains all stats for entire dataset.
Usage example:
```python
from utils.datasets import *
dataset_stats('coco128.yaml', verbose=True)
```
2021-06-12 13:26:41 +02:00
Glenn Jocher
4984cf54be
train.py GPU memory fix ( #3590 )
...
* train.py GPU memory fix
* ema
* cuda
* cuda
* zeros input
* to device
* batch index 0
2021-06-11 20:24:03 +02:00
Glenn Jocher
e8c5237403
ConfusionMatrix normalize=True fix ( #3587 )
2021-06-11 11:46:05 +02:00
Glenn Jocher
ec2da4a82c
Add ConfusionMatrix normalize=True flag ( #3586 )
2021-06-11 11:37:08 +02:00
Glenn Jocher
46e1fdfbc6
Update stale.yml ( #3585 )
2021-06-11 11:23:39 +02:00
Glenn Jocher
5c32bd3080
Created using Colaboratory
2021-06-10 16:01:34 +02:00
Glenn Jocher
53ed872c28
Update export.py, yolo.py sys.path.append() ( #3579 )
2021-06-10 15:35:22 +02:00
Glenn Jocher
095197bd4a
Ignore Seaborn plot warnings ( #3576 )
...
* Ignore Seaborn plot warnings
* Update plots.py
* Update metrics.py
2021-06-10 13:51:29 +02:00
Glenn Jocher
4695ca8314
Refactoring cleanup ( #3565 )
...
* Refactoring cleanup
* Update test.py
2021-06-09 22:50:27 +02:00
Glenn Jocher
0e5cfdbea7
Refactor models/export.py arguments ( #3564 )
...
* Refactor models/export.py arguments
* cleanup
* cleanup
2021-06-09 22:43:46 +02:00
Glenn Jocher
66cf5c28c1
Refactor detect.py arguments ( #3559 )
...
* Refactor detect.py arguments
@SkalskiP @KalenMike
* unused ok
* comment arguments
2021-06-09 22:19:34 +02:00
Glenn Jocher
a9553c04a7
Refactor test.py arguments ( #3558 )
...
* remove opt from test()
* pass kwargs
* update comments
* revert accidental default change
* multiple --img options
* add comments
2021-06-09 21:36:10 +02:00
Glenn Jocher
4ef9261870
Remove redundant speed/study half argument ( #3557 )
2021-06-09 16:30:01 +02:00
Glenn Jocher
5948f20a3d
Update test.py profiling ( #3555 )
...
* Update test.py profiling
* half_precision to half
* inplace
2021-06-09 16:25:17 +02:00
Glenn Jocher
8b5086c21b
Multi-GPU default to single device 0 ( #3554 )
...
* Multi-GPU default to single device 0
* Multi-GPU default to single device 0
* add space
2021-06-09 15:31:47 +02:00
Glenn Jocher
63157d214d
Remove is_coco argument from test() ( #3553 )
2021-06-09 15:09:51 +02:00
Glenn Jocher
958ab92dc1
Remove opt from create_dataloader()` ( #3552 )
2021-06-09 13:14:56 +02:00
Glenn Jocher
0cfc5b2c18
Update README.md ( #3550 )
...
Add permanent splash URL and update hyperlink from iOS landing page to Ultralytics YOLOv5 landing page at https://ultralytics.com/yolov5
2021-06-09 11:49:25 +02:00
Glenn Jocher
f8ec71e1c2
Update check_python(minimum=3.6.2) ( #3548 )
2021-06-09 11:34:15 +02:00
Glenn Jocher
ef0b5c9d29
On-demand pycocotools pip install ( #3547 )
2021-06-09 11:22:21 +02:00
Glenn Jocher
1b5edb6f8e
Update dataset_stats() for HUB ( #3536 )
...
* Update `dataset_stats()` for HUB
Cleanup of b6fdd2e
* autodownload flag
* Update general.py
* cleanup
2021-06-09 10:56:11 +02:00
Glenn Jocher
b6fdd2e5e5
Create dataset_stats() for HUB
2021-06-08 23:09:45 +02:00
Glenn Jocher
ac8691e208
Created using Colaboratory
2021-06-08 19:01:52 +02:00
Glenn Jocher
78cf488556
Created using Colaboratory
2021-06-08 18:54:33 +02:00
Glenn Jocher
c6b51f4189
Update FP16 --half argument for test.py and detect.py ( #3532 )
...
* Update FP16 `--half` argument for test.py and detect.py
* Update detect.py
2021-06-08 18:47:13 +02:00
Glenn Jocher
8d52c1c5c5
Update datasets.py ( #3531 )
...
Minor updates to https://github.com/ultralytics/yolov5/pull/3505 , inplace accumulation.
2021-06-08 18:36:40 +02:00
Glenn Jocher
ed651873ff
Merge branch 'develop'
2021-06-08 18:14:18 +02:00
+1
f3c3d2ce5d
Merge develop branch into master ( #3518 )
...
* update ci-testing.yml (#3322 )
* update ci-testing.yml
* update greetings.yml
* bring back os matrix
* update ci-testing.yml (#3322 )
* update ci-testing.yml
* update greetings.yml
* bring back os matrix
* Enable direct `--weights URL` definition (#3373 )
* Enable direct `--weights URL` definition
@KalenMike this PR will enable direct --weights URL definition. Example use case:
```
python train.py --weights https://storage.googleapis.com/bucket/dir/model.pt
```
* cleanup
* bug fixes
* weights = attempt_download(weights)
* Update experimental.py
* Update hubconf.py
* return bug fix
* comment mirror
* min_bytes
* Update tutorial.ipynb (#3368 )
add Open in Kaggle badge
* `cv2.imread(img, -1)` for IMREAD_UNCHANGED (#3379 )
* Update datasets.py
* comment
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com >
* COCO evolution fix (#3388 )
* COCO evolution fix
* cleanup
* update print
* print fix
* Create `is_pip()` function (#3391 )
Returns `True` if file is part of pip package. Useful for contextual behavior modification.
```python
def is_pip():
# Is file in a pip package?
return 'site-packages' in Path(__file__).absolute().parts
```
* Revert "`cv2.imread(img, -1)` for IMREAD_UNCHANGED (#3379 )" (#3395 )
This reverts commit 21a9607e00 .
* Update FLOPs description (#3422 )
* Update README.md
* Changing FLOPS to FLOPs.
Co-authored-by: BuildTools <unconfigured@null.spigotmc.org >
* Parse URL authentication (#3424 )
* Parse URL authentication
* urllib.parse.unquote()
* improved error handling
* improved error handling
* remove %3F
* update check_file()
* Add FLOPs title to table (#3453 )
* Suppress jit trace warning + graph once (#3454 )
* Suppress jit trace warning + graph once
Suppress harmless jit trace warning on TensorBoard add_graph call. Also fix multiple add_graph() calls bug, now only on batch 0.
* Update train.py
* Update MixUp augmentation `alpha=beta=32.0` (#3455 )
Per VOC empirical results https://github.com/ultralytics/yolov5/issues/3380#issuecomment-853001307 by @developer0hye
* Add `timeout()` class (#3460 )
* Add `timeout()` class
* rearrange order
* Faster HSV augmentation (#3462 )
remove datatype conversion process that can be skipped
* Add `check_git_status()` 5 second timeout (#3464 )
* Add check_git_status() 5 second timeout
This should prevent the SSH Git bug that we were discussing @KalenMike
* cleanup
* replace timeout with check_output built-in timeout
* Improved `check_requirements()` offline-handling (#3466 )
Improve robustness of `check_requirements()` function to offline environments (do not attempt pip installs when offline).
* Add `output_names` argument for ONNX export with dynamic axes (#3456 )
* Add output names & dynamic axes for onnx export
Add output_names and dynamic_axes names for all outputs in torch.onnx.export. The first four outputs of the model will have names output0, output1, output2, output3
* use first output only + cleanup
Co-authored-by: Samridha Shrestha <samridha.shrestha@g42.ai >
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com >
* Revert FP16 `test.py` and `detect.py` inference to FP32 default (#3423 )
* fixed inference bug ,while use half precision
* replace --use-half with --half
* replace space and PEP8 in detect.py
* PEP8 detect.py
* update --half help comment
* Update test.py
* revert space
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com >
* Add additional links/resources to stale.yml message (#3467 )
* Update stale.yml
* cleanup
* Update stale.yml
* reformat
* Update stale.yml HUB URL (#3468 )
* Stale `github.actor` bug fix (#3483 )
* Explicit `model.eval()` call `if opt.train=False` (#3475 )
* call model.eval() when opt.train is False
call model.eval() when opt.train is False
* single-line if statement
* cleanup
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com >
* check_requirements() exclude `opencv-python` (#3495 )
Fix for 3rd party or contrib versions of installed OpenCV as in https://github.com/ultralytics/yolov5/issues/3494 .
* Earlier `assert` for cpu and half option (#3508 )
* early assert for cpu and half option
early assert for cpu and half option
* Modified comment
Modified comment
* Update tutorial.ipynb (#3510 )
* Reduce test.py results spacing (#3511 )
* Update README.md (#3512 )
* Update README.md
Minor modifications
* 850 width
* Update greetings.yml
revert greeting change as PRs will now merge to master.
Co-authored-by: Piotr Skalski <SkalskiP@users.noreply.github.com >
Co-authored-by: SkalskiP <piotr.skalski92@gmail.com >
Co-authored-by: Peretz Cohen <pizzaz93@users.noreply.github.com >
Co-authored-by: tudoulei <34886368+tudoulei@users.noreply.github.com >
Co-authored-by: chocosaj <chocosaj@users.noreply.github.com >
Co-authored-by: BuildTools <unconfigured@null.spigotmc.org >
Co-authored-by: Yonghye Kwon <developer.0hye@gmail.com >
Co-authored-by: Sam_S <SamSamhuns@users.noreply.github.com >
Co-authored-by: Samridha Shrestha <samridha.shrestha@g42.ai >
Co-authored-by: edificewang <609552430@qq.com >
2021-06-08 10:22:10 +02:00
Glenn Jocher
c058a61e3b
Update greetings.yml
...
revert greeting change as PRs will now merge to master.
2021-06-08 10:11:06 +02:00
Glenn Jocher
abb2a96e91
Update README.md ( #3512 )
...
* Update README.md
Minor modifications
* 850 width
2021-06-08 00:39:02 +02:00
Glenn Jocher
d986145b9a
Reduce test.py results spacing ( #3511 )
2021-06-07 23:21:34 +02:00
Glenn Jocher
eede7dc48c
Update tutorial.ipynb ( #3510 )
2021-06-07 22:52:16 +02:00
Glenn Jocher
3f03acb3db
check_requirements() exclude opencv-python ( #3507 )
...
Duplicate of #3495 merged to `develop`. This PR will be merged to `master`.
Fixes https://github.com/ultralytics/yolov5/issues/3494 .
2021-06-07 15:38:51 +02:00
Glenn Jocher
90b7895d65
check_requirements() exclude opencv-python ( #3495 )
...
Fix for 3rd party or contrib versions of installed OpenCV as in https://github.com/ultralytics/yolov5/issues/3494 .
2021-06-07 10:03:47 +02:00
Glenn Jocher
cf4f95bc5f
Stale github.actor bug fix ( #3483 )
2021-06-06 18:06:24 +02:00
Glenn Jocher
3597d280ee
Update stale.yml HUB URL ( #3468 )
2021-06-04 23:49:43 +02:00
Glenn Jocher
739451da5a
Add additional links/resources to stale.yml message ( #3467 )
...
* Update stale.yml
* cleanup
* Update stale.yml
* reformat
2021-06-04 23:45:24 +02:00
Glenn Jocher
317f2ccc9d
Improved check_requirements() offline-handling ( #3466 )
...
Improve robustness of `check_requirements()` function to offline environments (do not attempt pip installs when offline).
2021-06-04 21:34:36 +02:00
Glenn Jocher
563ea9475a
Add check_git_status() 5 second timeout ( #3464 )
...
* Add check_git_status() 5 second timeout
This should prevent the SSH Git bug that we were discussing @KalenMike
* cleanup
* replace timeout with check_output built-in timeout
2021-06-04 21:17:36 +02:00
Glenn Jocher
d40481acc5
Add timeout() class ( #3460 )
...
* Add `timeout()` class
* rearrange order
2021-06-04 15:23:33 +02:00
Glenn Jocher
8e3b4a0bf3
Update MixUp augmentation alpha=beta=32.0 ( #3455 )
...
Per VOC empirical results https://github.com/ultralytics/yolov5/issues/3380#issuecomment-853001307 by @developer0hye
2021-06-04 12:47:53 +02:00
Glenn Jocher
4aa2959101
Suppress jit trace warning + graph once ( #3454 )
...
* Suppress jit trace warning + graph once
Suppress harmless jit trace warning on TensorBoard add_graph call. Also fix multiple add_graph() calls bug, now only on batch 0.
* Update train.py
2021-06-04 12:37:41 +02:00
Glenn Jocher
af2bc3a1c3
Add FLOPs title to table ( #3453 )
2021-06-04 11:46:40 +02:00
Glenn Jocher
f8651c388f
Parse URL authentication ( #3424 )
...
* Parse URL authentication
* urllib.parse.unquote()
* improved error handling
* improved error handling
* remove %3F
* update check_file()
2021-06-03 18:44:58 +02:00
Glenn Jocher
fdbe527dc0
Revert "cv2.imread(img, -1) for IMREAD_UNCHANGED ( #3379 )" ( #3395 )
...
This reverts commit 21a9607e00 .
2021-05-31 10:39:00 +02:00
Glenn Jocher
d833ab3d25
Create is_pip() function ( #3391 )
...
Returns `True` if file is part of pip package. Useful for contextual behavior modification.
```python
def is_pip():
# Is file in a pip package?
return 'site-packages' in Path(__file__).absolute().parts
```
2021-05-30 20:52:42 +02:00
Glenn Jocher
4b52e19a61
COCO evolution fix ( #3388 )
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* COCO evolution fix
* cleanup
* update print
* print fix
2021-05-29 22:49:34 +02:00
Glenn Jocher
ba6f3f974b
Enable direct --weights URL definition ( #3373 )
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* Enable direct `--weights URL` definition
@KalenMike this PR will enable direct --weights URL definition. Example use case:
```
python train.py --weights https://storage.googleapis.com/bucket/dir/model.pt
```
* cleanup
* bug fixes
* weights = attempt_download(weights)
* Update experimental.py
* Update hubconf.py
* return bug fix
* comment mirror
* min_bytes
2021-05-28 15:18:44 +02:00
Glenn Jocher
4d4a2b0520
Ignore blank lines in *.txt labels ( #3366 )
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Fix for https://github.com/ultralytics/yolov5/issues/958#issuecomment-849512083
2021-05-27 14:31:26 +02:00
Glenn Jocher
2435bfe896
Add URL download to check_file() ( #3330 )
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* Add URL file download to check_file()
* cleanup
* pathlib bug fix
2021-05-26 15:51:49 +02:00