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720 Commits

Author SHA1 Message Date
Glenn Jocher
c6c88dc601
Copy-Paste augmentation for YOLOv5 (#3845) 
* 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
Feras Oughali
7d6af69638
Fix LoadStreams() dataloader frame skip issue (#3833) 
* 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
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
Zigarss
20d45aa4f1
Add feature map visualization (#3804) 
* Add feature map visualization

Add a feature_visualization function to visualize the mid feature map of the model.

* Update yolo.py

* remove boolean from forward and reorder if statement

* remove print from forward

* General cleanup

* Indent

* Update plots.py

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2021-06-28 13:18:45 +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
8035b61682
Update objectness IoU sort (#3786) 2021-06-26 14:52:18 +02:00
Glenn Jocher
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
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
Ayush Chaurasia
ffb6e11050
W&B: Update Tables API and comply with new dataset_check (#3772) 
* Update tables API and windows path fix

* update dataset check
 2021-06-25 20:45:33 +02:00
Yonghye Kwon
374957317a
Add xyxy2xywhn() (#3765) 
* 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
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
Yonghye Kwon
417a2f425c
Edit comment (#3759) 
edit comment
 2021-06-24 15:57:27 +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
Ayush Chaurasia
75c0ff43af
[x]W&B: Don't resume transfer learning runs (#3604) 
* Allow config cahnge

* Allow val change in wandb config

* Don't resume transfer learning runs

* Add entity in log dataset
 2021-06-21 14:00:25 +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
Mai Thanh Minh
bf209f6fe9
Skip HSV augmentation when hyperparameters are [0, 0, 0] (#3686) 
* 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
Glenn Jocher
814806c61d
Update cache check (#3691) 
Swapped order of operations for faster first per f527704cd3 (r52362419)
 2021-06-19 11:22:09 +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
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
xiaowk5516
d808855f77
Assert non-premature end of JPEG images (#3638) 
* premature end of JPEG images

* PEP8 reformat

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2021-06-16 13:31:26 +02:00
Glenn Jocher
6c0e1d9fd7
Update verify_image_label() (#3635) 2021-06-16 11:12:15 +02:00
Glenn Jocher
7d3686a686
Update check_file() (#3622) 
* Update `check_file()`

* Update datasets.py
 2021-06-15 13:21:04 +02:00
Ayush Chaurasia
daab682b06
Suppress wandb images size mismatch warning (#3611) 
* supress wandb images size mismatch warning

* supress wandb images size mismatch warning

* PEP8 reformat and optimize imports

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2021-06-14 18:54:58 +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
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
Ayush Chaurasia
53d4fc2e26
W&B: Allow changed in config variable #3588 2021-06-11 23:18:57 +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
095197bd4a
Ignore Seaborn plot warnings (#3576) 
* Ignore Seaborn plot warnings

* Update plots.py

* Update metrics.py
 2021-06-10 13:51:29 +02:00
dependabot[bot]
c6deb73a89
Bump pip from 18.1 to 19.2 in /utils/google_app_engine (#3561) 
Bumps [pip](https://github.com/pypa/pip) from 18.1 to 19.2.
- [Release notes](https://github.com/pypa/pip/releases)
- [Changelog](https://github.com/pypa/pip/blob/main/NEWS.rst)
- [Commits](https://github.com/pypa/pip/compare/18.1...19.2)

---
updated-dependencies:
- dependency-name: pip
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2021-06-09 21:14:09 +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
958ab92dc1
Remove opt from create_dataloader()` (#3552) 2021-06-09 13:14:56 +02:00
Glenn Jocher
f8ec71e1c2
Update check_python(minimum=3.6.2) (#3548) 2021-06-09 11:34:15 +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
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
Dean Mark
28bff22df8
Use multi-threading in cache_labels (#3505) 
* 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
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
Yonghye Kwon
c37f072ba7
Faster HSV augmentation (#3462) 
remove datatype conversion process that can be skipped
 2021-06-04 20:02:20 +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
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
chocosaj
3cb9ad4fc4
Update FLOPs description (#3422) 
* Update README.md

* Changing FLOPS to FLOPs.

Co-authored-by: BuildTools <unconfigured@null.spigotmc.org>
 2021-06-03 12:31:51 +02:00