Commit Graph

36 Commits (8a19437690548a158b78ab27b7f5b463a268fa19)

Author SHA1 Message Date
Anant Sakhare 8a19437690
Added cutout import from utils/augmentations.py to use Cutout Aug in … (#9668)
* Added cutout import from utils/augmentations.py to use Cutout Aug in data loader by un-commenting line 679, 680, 681

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2022-10-01 16:42:31 +02:00
Forever518 f11a8a62d2
generator seed fix for DDP mAP drop (#9545)
* Try to fix DDP mAP drop by setting generator's seed to RANK

* Fix default activation bug

* Update dataloaders.py

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2022-09-24 19:35:07 +02:00
zombob 30fa9b610a
Add `--source screen` for screenshot inference (#9542)
* add screenshot as source

* fix: screen number support

* Fix: mutiple screen specific area

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* parse screen args in LoadScreenshots

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* sequence+ '_' as file name for save-txt save-crop

* screenshot as stream

* Update requirements.txt

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* Update dataloaders.py

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* Update dataloaders.py

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* Update detect.py

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* Update detect.py

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* Update detect.py

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* Update dataloaders.py

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* Update detect.py

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* Update detect.py

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* Update predict.py

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* Update detect.py

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* Update predict.py

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* Update README.md

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* Update tutorial.ipynb

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2022-09-22 23:58:14 +02:00
Glenn Jocher 6f0284763b
Update albumentations (#9503)
* Add `RandomResizedCrop(ratio)`

* Update ratio

* Update ratio

* Update ratio

* Update ratio

* Update ratio

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* Create augmentations.py

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* Update augmentations.py

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2022-09-21 19:53:26 +02:00
mucunwuxian 1164069897
Accelerate video inference (#9487)
* The following code is slow, "self.cap.set(cv2.CAP_PROP_POS_FRAMES, self.vid_stride * (self.frame + 1)) # read at vid_stride".

* adjust...

* Update dataloaders.py

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2022-09-19 14:01:46 +02:00
Glenn Jocher ca9c993d6c
Standardize warnings with `WARNING ⚠️ ...` (#9467)
* Standardize warnings

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2022-09-18 16:15:25 +02:00
Ayush Chaurasia f9869f7ffd
YOLOv5 segmentation model support (#9052)
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* Fix duplicate plots.py

* Fix check_font()

* # torch.use_deterministic_algorithms(True)

* update doc detect->predict

* Resolve precommit for segment/train and segment/val

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* Resolve precommit for utils/segment

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* Resolve precommit min_wh

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* Resolve precommit utils/segment/general

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* update

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* DetectMultiBackend compatibility

* segment/predict.py update

* update plot colors

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* enable overlap by default

* Merge detect/segment output_to_target() function

* Start segmentation CI

* fix plots

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* fix training whitespace

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* fix no-predictions plotting bug

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* Add CSV Logger

* fix val len(plot_masks)

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* optimize utils/segment/general crop()

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* torch.where revert

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* loss cleanup 3

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* Rename -seg yamls from _underscore to -dash

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* Major val.py cleanup

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* optional pycocotools

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* optimize mask_iou() and masks_iou()

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* Major train.py update

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* Major segments/val/process_batch() update

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* eliminate permutations for process_mask(upsample=True)

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* fix class count

* fix anchor order

* broadcast mask_gti in loss for speed

* Cleanup seg loss

* faster indexing

* faster indexing fix

* faster indexing fix2

* revert faster indexing

* fix validation plotting

* Loss cleanup and mxyxy simplification

* Loss cleanup and mxyxy simplification 2

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* replace missing tanh

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* Remove MaskIOULoss and crop(if HWC)

* Final v6.3 SegmentationModel architecture updates

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* Add support for TF export

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* Cleanup predict.py mask plotting

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* rename scale_masks to scale_image

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* Add Annotator.masks()

* Annotator.masks() fix

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* Annotator mask optimization

* Rename crop() to crop_mask()

* Do not crop in predict.py

* crop always

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* Merge master

* Add vid-stride from master PR

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* Add segmentation benchmarks

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* Fix DetectMultiBackend for OpenVINO

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* Remove segmentation_model definition

* Restore 0.99999 decimals

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2022-09-16 00:12:46 +02:00
Glenn Jocher 5a134e0653
Replace deprecated `np.int` with `int` (#9307)
Per 
```
/content/yolov5/utils/dataloaders.py:458: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
```

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2022-09-07 10:11:30 +03:00
VELC 1aea74cddb
Add new `--vid-stride` inference parameter for videos (#9256)
* fps feature/skip frame added

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* predict.py updates

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* Update dataloaders.py

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* remove unused attribute

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* Cleanup

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* Update detect.py

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2022-09-04 17:15:53 +02:00
Glenn Jocher ffdb58b0e0
Move `cudnn.benchmarks(True)` to LoadStreams (#9258)
* Move cudnn.benchmarks(True) to LoadStreams

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* Move cudnn.benchmarks(True) to LoadStreams

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2022-09-02 14:12:10 +02:00
Glenn Jocher 9da6d0f9f5
Add LoadImages._cv2_rotate() (#9249)
Optional manual rotation code per iPhone rotation issue in https://github.com/ultralytics/yolov5/issues/8493

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2022-09-01 22:30:26 +02:00
Glenn Jocher c91d1db716
Update dataloaders.py (#9250)
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2022-09-01 14:30:21 +02:00
spacewalk01 79e181a83b
Add support for *`.pfm` images (#9230)
add support for pfm image
2022-08-31 17:31:13 +02:00
Yannick Merkli 5f1000a499
Remove usage of `pathlib.Path.unlink(missing_ok=...)` (#9227)
remove usage of pathlib.Path.unlink(missing_ok=...)

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2022-08-30 21:57:36 +02:00
Glenn Jocher 6e7a7ae7ed
New `LetterBox(size)` `CenterCrop(size)`, `ToTensor()` transforms (#9213)
* New LetterBox transform

YOLOv5 LetterBox class for image preprocessing, i.e. T.Compose([T.ToTensor(), LetterBox(size)])

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* Update augmentations.py

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* Update augmentations.py

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* Update augmentations.py

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2022-08-30 15:17:58 +02:00
Glenn Jocher 5fb267f3e5
Duplicate segment verification fix (#9225)
Solution by @Laughing-q  to resolve duplicate segment verification bug in https://github.com/ultralytics/yolov5/pull/9052#issuecomment-1231426638

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2022-08-30 13:40:51 +02:00
Glenn Jocher 48e56d3c9b
Add optional `transforms` argument to LoadStreams() (#9105)
* Add optional `transforms` argument to LoadStreams()

Prepare for streaming classification support

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2022-08-23 14:37:46 +02:00
Glenn Jocher 4a8ab3bc42
VOC `names` dictionary fix (#9034)
* VOC names dictionary fix

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2022-08-19 15:07:04 +02:00
Ayush Chaurasia 64e0757edf
[Classify]: Allow inference on dirs and videos (#9003)
* allow image dirs

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2022-08-17 22:41:43 +02:00
Glenn Jocher e83b422a69
Update dataset `names` from array to dictionary (#9000)
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2022-08-17 17:52:53 +02:00
Glenn Jocher d3ea0df8b9
New YOLOv5 Classification Models (#8956)
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* Update classifier.py

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* fix: imshow clip warning

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* Update

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* Update

* Update

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* Update

* Update

* Update

* Update

* Update

* Update

* Update

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* Update

* Update

* Update

* Allow logging models from GenericLogger (#8676)

* enhance

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* Update classifier.py

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* Update

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* Update dataset download

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* Pass imgsz to classify_transforms()

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* Cos scheduler

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* Add run(), main()

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2022-08-17 11:59:01 +02:00
Glenn Jocher bc9fcb1767
HUBDatasetStats() preview images to 50 quality (#8880)
@kalenmike should represent a 30% filesize reduction vs 75 quality
2022-08-05 14:45:41 +02:00
Glenn Jocher 84e7748564
Update dataloaders.py remove `float64` shapes (#8865)
May help https://github.com/ultralytics/yolov5/issues/8862
2022-08-04 17:06:08 +02:00
Glenn Jocher b367860196
New `HUBDatasetStats()` class (#8716)
* New `HUBDatasetStats()` class

Usage examples:
```
from utils.dataloaders import *

stats = HUBDatasetStats('coco128.yaml', autodownload=True)  # method 1
stats = HUBDatasetStats('path/to/coco128_with_yaml.zip')  # method 1

stats.get_json(save=False)
stats.process_images()
```

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2022-07-25 18:20:01 +02:00
Glenn Jocher a6f197ae79
Update dataloaders.py (#8714)
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2022-07-25 16:52:28 +02:00
Glenn Jocher 0ab303b044
Remove `else:` from load_image() (#8692) 2022-07-25 00:02:09 +02:00
UnglvKitDe 1c5e92aba1
Add generator and worker seed (#8602)
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2022-07-23 01:25:17 +02:00
Colin Wong 526e650553
Fix `LoadImages()` with dataset YAML lists (#8517)
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2022-07-08 14:32:40 +02:00
Glenn Jocher 898332433a
Update cache comments (#8414)
* Update cache comments

For better readability

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2022-06-30 16:19:22 +02:00
Glenn Jocher d6051382f1
HUB dataset_stats() error reporting (#8192)
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2022-06-17 18:37:08 +02:00
Glenn Jocher 86e6add07b
Remove streaming source sleep period (#8243)
Negatively impacts YouTube inference but removes any lag on webcams/RTSP/RTMP etc.

Resolves https://github.com/ultralytics/yolov5/issues/4465
2022-06-17 17:59:27 +02:00
Glenn Jocher 75bbaa8f44
Reject webcam inference on Colab/Kaggle (#8209)
* Reject webcam inference on Colab/Kaggle

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2022-06-14 14:28:21 +02:00
Glenn Jocher c23a441c9d
Improved `dataset_stats()` YAML checks (#8125)
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2022-06-11 19:30:54 +02:00
Glenn Jocher a9a92aec5c
`cv2.resize` interpolation fix (#7903)
Fix for https://github.com/ultralytics/yolov5/discussions/7901
2022-05-20 12:59:05 +02:00
Glenn Jocher f00071416f
Refactor collections and fstrings (#7821)
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* tuples to sets

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2022-05-15 16:38:26 +02:00
Glenn Jocher 9d8ed37df7
Rename `utils/datasets.py` > `utils/dataloaders.py` (#7799) 2022-05-13 14:34:16 +02:00