5d66e48723
Train from `--data path/to/dataset.zip` feature ( #4185 )
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* Train from `--data path/to/dataset.zip` feature
* Update dataset_stats()
* cleanup
* cleanup2
2021-07-28 02:04:10 +02:00
0ad6301c96
Update script headers ( #4163 )
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* Update download script headers
* cleanup
* bug fix attempt
* bug fix attempt2
* bug fix attempt3
* cleanup
2021-07-26 15:23:33 +02:00
f7d8562060
`val.py` refactor ( #4053 )
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* val.py refactor
* cleanup
* cleanup
* cleanup
* cleanup
* save after eval
* opt.imgsz bug fix
* wandb refactor
* dataloader to train_loader
* capitalize global variables
* runs/hub/exp to runs/detect/exp
* refactor wandb logging
* Refactor wandb operations (#4061 )
Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com>
2021-07-19 10:43:01 +02:00
b3dabdcc38
Update `probability` to `p` ( #3980 )
2021-07-12 15:54:43 +02:00
80299a57e2
Numerical stability fix for Albumentations ( #3958 )
2021-07-10 19:50:53 +02:00
443af8b25a
Cache v0.4 update ( #3954 )
2021-07-10 14:18:46 +02:00
8c6f9e15bf
Update `dataset_stats()` for zipped datasets ( #3926 )
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* Update `dataset_stats()` for zipped datasets
@KalenMike
* cleanup
2021-07-08 11:42:30 +02:00
33202b7f0b
YOLOv5 + Albumentations integration ( #3882 )
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* Albumentations integration
* ToGray p=0.01
* print confirmation
* create instance in dataloader init method
* improved version handling
* transform not defined fix
* assert string update
* create check_version()
* add spaces
* update class comment
2021-07-05 18:01:54 +02:00
3c3f8fbd5d
Improved BGR2RGB speeds ( #3880 )
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* Update BGR2RGB ops
* speed improvements
* cleanup
2021-07-04 20:12:32 +02:00
9e8fb9fd0b
Create `utils/augmentations.py` ( #3877 )
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* Create `utils/augmentations.py`
* cleanup
2021-07-04 18:14:04 +02:00
9d86b54eb3
Add multi-stream saving feature ( #3864 )
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* Added the recording feature for multiple streams
Thanks for the very cool repo!!
I was trying to record multiple feeds at the same time, but the current version of the detector only had one video writer and one vid_path!
So the streams were not being saved and only were initialized with one frame and this process didn't record the whole thing.
Fix:
I made a list of `vid_writer` and `vid_path` and the `i` from the loop over the `pred` took care of the writer which need to work!
I hope this helps, Thanks!
* Cleanup list lengths
* batch size variable
* Update datasets.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-07-04 12:55:57 +02:00
831773f5a2
Add EXIF rotation to YOLOv5 Hub inference ( #3852 )
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* rotating an image according to its exif tag
* Update common.py
* Update datasets.py
* Update datasets.py
faster
* delete extraneous gpg file
* Update common.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-07-02 13:25:54 +02:00
c6c88dc601
Copy-Paste augmentation for YOLOv5 ( #3845 )
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* Copy-paste augmentation initial commit
* if any segments
* Add obscuration rejection
* Add copy_paste hyperparameter
* Update comments
2021-07-01 00:35:04 +02:00
7d6af69638
Fix `LoadStreams()` dataloader frame skip issue ( #3833 )
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* Update datasets.py to read every 4th frame of streams
* Update datasets.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-06-30 12:11:29 +02:00
3213d8713f
Fix for `dataset_stats()` with updated data.yaml ( #3819 )
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@KalenMike
2021-06-29 12:44:59 +02:00
f89941711c
NGA xView 2018 Dataset Auto-Download ( #3775 )
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* update clip_coords for numpy
* uncomment
* cleanup
* Add autosplits
* fix
* cleanup
2021-06-26 00:49:05 +02:00
374957317a
Add `xyxy2xywhn()` ( #3765 )
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* Edit Comments for numpy2torch tensor process
Edit Comments for numpy2torch tensor process
* add xyxy2xywhn
add xyxy2xywhn
* add xyxy2xywhn
* formatting
* pass arguments
pass arguments
* edit comment for xyxy2xywhn()
edit comment for xyxy2xywhn()
* cleanup datasets.py
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-06-25 11:47:46 +02:00
417a2f425c
Edit comment ( #3759 )
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edit comment
2021-06-24 15:57:27 +02:00
9ac7d388a9
Backwards compatible cache version checks ( #3730 )
2021-06-22 13:50:47 +02:00
b83e1a4adc
Fix `img2label_paths()` order ( #3720 )
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* Fix `img2label_paths()` order
* fix, 1
2021-06-21 22:50:56 +02:00
fad27c0046
Update DDP for `torch.distributed.run` with `gloo` backend ( #3680 )
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* 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
bf209f6fe9
Skip HSV augmentation when hyperparameters are [0, 0, 0] ( #3686 )
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* Create shortcircuit in augment_hsv when hyperparameter are zero
* implement faster opt-in
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-06-19 11:51:21 +02:00
814806c61d
Update cache check ( #3691 )
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Swapped order of operations for faster first per f527704cd3 (r52362419)
2021-06-19 11:22:09 +02:00
f527704cd3
Cache v0.3: improved corrupt image/label reporting ( #3676 )
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* 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
9b6dba6207
Update `dataset_stats()` to list of dicts ( #3657 )
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* Update `dataset_stats()` to list of dicts
@KalenMike
* Update datasets.py
2021-06-17 13:59:52 +02:00
d808855f77
Assert non-premature end of JPEG images ( #3638 )
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* premature end of JPEG images
* PEP8 reformat
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-06-16 13:31:26 +02:00
6c0e1d9fd7
Update `verify_image_label()` ( #3635 )
2021-06-16 11:12:15 +02:00
7d3686a686
Update `check_file()` ( #3622 )
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* Update `check_file()`
* Update datasets.py
2021-06-15 13:21:04 +02:00
7a565f130a
Update `dataset_stats()` ( #3593 )
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@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
958ab92dc1
Remove `opt` from `create_dataloader()`` ( #3552 )
2021-06-09 13:14:56 +02:00
1b5edb6f8e
Update `dataset_stats()` for HUB ( #3536 )
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* Update `dataset_stats()` for HUB
Cleanup of b6fdd2e
2021-06-09 10:56:11 +02:00
b6fdd2e5e5
Create `dataset_stats()` for HUB
2021-06-08 23:09:45 +02:00
8d52c1c5c5
Update datasets.py ( #3531 )
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Minor updates to https://github.com/ultralytics/yolov5/pull/3505 , inplace accumulation.
2021-06-08 18:36:40 +02:00
28bff22df8
Use multi-threading in cache_labels ( #3505 )
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* Use multi threading in cache_labels
* PEP8 reformat
* Add num_threads
* changed ThreadPool.imap_unordered to Pool.imap_unordered
* Remove inplace additions
* Update datasets.py
refactor initial desc
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-06-08 18:00:21 +02:00
c37f072ba7
Faster HSV augmentation ( #3462 )
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remove datatype conversion process that can be skipped
2021-06-04 20:02:20 +02:00
8e3b4a0bf3
Update MixUp augmentation `alpha=beta=32.0` ( #3455 )
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Per VOC empirical results https://github.com/ultralytics/yolov5/issues/3380#issuecomment-853001307 by @developer0hye
2021-06-04 12:47:53 +02:00
fdbe527dc0
Revert "`cv2.imread(img, -1)` for IMREAD_UNCHANGED ( #3379 )" ( #3395 )
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This reverts commit 21a9607e00
2021-05-31 10:39:00 +02:00
21a9607e00
`cv2.imread(img, -1)` for IMREAD_UNCHANGED ( #3379 )
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* Update datasets.py
* comment
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-05-29 21:12:01 +02:00
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
c6b5bfca85
Updated cache v0.2 with `hashlib` ( #3350 )
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* Update cache v0.2 to include parent hash
Possible fix for https://github.com/ultralytics/yolov5/issues/3349
* Update datasets.py
2021-05-26 14:26:52 +02:00
0e2f2cbb51
Update LoadStreams init fallbacks ( #3295 )
2021-05-23 14:55:42 +02:00
683cefead4
YouTube stream ending fix ( #3277 )
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* YouTube stream ending fix
Properly terminates YouTube streams on video end. Should resolve issues #2769 and #3220 .
* Update datasets.py
2021-05-21 16:51:07 +02:00
13a1c72699
Update datasets.py ( #3216 )
2021-05-17 22:24:26 +02:00
36b0a9e7d0
Add CAP_PROP_FRAME_COUNT for YouTube sources ( #3193 )
2021-05-17 12:27:40 +02:00
abfcf9eb79
Replace print() with logging.info() in trainloader ( #3103 )
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Might indirectly help #3095 by providing better visibility on source of corruption.
2021-05-10 17:07:16 +02:00
955eea8b96
Make cache saving optional ( #2977 )
2021-04-30 00:56:44 +02:00
5f7d39fede
Cleanup load_image() ( #2871 )
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* don't resize up in load_image if augmenting
* cleanup
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-04-21 15:50:28 +02:00
aff03be35a
YouTube Bug Fix ( #2818 )
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Fix for #2810
```shell
python detect.py --source 0
```
introduced by YouTube Livestream Detection PR #2752
2021-04-16 17:58:28 +02:00
e2b7bc0b32
YouTube Livestream Detection ( #2752 )
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* Youtube livestream detection
* dependancy update to auto install pafy
* Remove print
* include youtube_dl in deps
* PEP8 reformat
* youtube url check fix
* reduce lines
* add comment
* update check_requirements
* stream framerate fix
* Update README.md
* cleanup
* PEP8
* remove cap.retrieve() failure code
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2021-04-11 18:53:40 +02:00
1e8ab3f5f2
Add tqdm pbar.close() ( #2644 )
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When using tqdm, sometimes it can't print in one line and roll to next line.
2021-03-29 12:21:25 +02:00
Glenn Jocher
ketan-b
Valentin Aliferov
Feras Oughali
Yonghye Kwon
Mai Thanh Minh
xiaowk5516
Dean Mark
tudoulei
JoshSong
Ben Milanko
zzttqu