yolov5-pip

What's Changed

• Minor changes for compatibility with neptune 1.0 by @hasanemirakin in https://github.com/fcakyon/yolov5-pip/pull/241
• Fixed bug in precision logic by @SIR-unit in https://github.com/fcakyon/yolov5-pip/pull/232
• Update general.py (fix module not found error) by @Petros626 in https://github.com/fcakyon/yolov5-pip/pull/246
• fix module not found by @1qh in https://github.com/fcakyon/yolov5-pip/pull/247
• fix roboflow ci by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/248
• update version by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/249
• fix pypi publish action by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/251

New Contributors

• @hasanemirakin made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/241
• @SIR-unit made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/232
• @Petros626 made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/246
• @1qh made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/247

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.12...7.0.13

What's Changed

• update to 15.05.23 ultralytics/yolov5 by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/235
• update version by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/236
• update reference yolov5 commit by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/237

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.11...7.0.12

What's Changed

• Initial integration with --roboflow_upload by @SkalskiP in https://github.com/fcakyon/yolov5-pip/pull/218

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.10...7.0.11

What's Changed

• refactor convert_coco_dataset_to_yolo by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/221
• update version by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/226

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.9...7.0.10

What's Changed

• fix coco to yolo conversion in colab by @kadirnar in https://github.com/fcakyon/yolov5-pip/pull/219
• update version by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/220
• fix classify datasets dir by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/222

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.8...7.0.9

Roboflow Integration

• Train your model using Roboflow Universe datasets (roboflow>=0.2.27 required):

$ yolov5 train --data DATASET_UNIVERSE_URL --weights yolov5s.pt --roboflow_token YOUR_ROBOFLOW_TOKEN

Where DATASET_UNIVERSE_URL must be in https://universe.roboflow.com/workspace_name/project_name/project_version format.

What's Changed

• Supports directly calling the scripts without installing the package by @ngxingyu in https://github.com/fcakyon/yolov5-pip/pull/208
• Using Roboflow Universe datasets for training detection, segmentation and classification by @SkalskiP in https://github.com/fcakyon/yolov5-pip/pull/210
• update to 01.02.23 ultralytics/yolov5 by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/214

New Contributors

• @ngxingyu made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/208
• @SkalskiP made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/210

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.7...7.0.8

What's Changed

• improve coco to yolov5 conversion by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/203

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.6...7.0.7

What's Changed

• minor update by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/194
• update card by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/195
• update pip caching in ci by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/196
• update readme by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/198
• fix deprecation warning by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/199

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.5...7.0.6

What's Changed

• improve hf modelcard generation by @keremberke in https://github.com/fcakyon/yolov5-pip/pull/190
• when workers==0, dont create new multiprocess pools by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/191
• update hf push by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/192

New Contributors

• @keremberke made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/190

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.4...7.0.5

What's Changed

• update sahi version for better coco to yolov5 conversion by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/188

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.3...7.0.4

🤗 HuggingFace Hub Integration

• Use yolov5 models from hub:

import yolov5

# load model
model = yolov5.load('fcakyon/yolov5s-v7.0')

# set image
img = 'https://github.com/ultralytics/yolov5/raw/master/data/images/zidane.jpg'

# perform inference
results = model(img, size=640)

# show detection bounding boxes on image
results.show()

• Fine-tune yolov5 models from hub:

yolov5 train --img 640 --batch 16 --weights fcakyon/yolov5s-v7.0 --epochs 10 --device cuda:0

• Automatically push fine-tuned weight and training logs to hub (with autogenerated model card):

yolov5 train --data data.yaml --weights yolov5s.pt --hf_model_id username/modelname --hf_token YOUR-HF-WRITE-TOKEN

Available models: https://huggingface.co/models?other=yolov5

What's Changed

• ad hf hub tests to package testing by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/177
• fix private hub model download by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/179
• add automatic hf hub upload, refactor helpers by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/180
• fix readme by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/181

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.2...7.0.3

What's Changed

• fix coco dataset training support by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/174

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.1...7.0.2

What's Changed

• support loading models from huggingface hub by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/172

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/7.0.0...7.0.1

What's Changed

• better exception handling for hublike loading by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/167
• update to ultralytics/yolov5 13.12.22 by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/170

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/6.2.3...7.0.0

What's Changed

• update to ultralytics/yolov5 26.10.22 by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/164

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/6.2.2...6.2.3

What's Changed

• update workflow versions by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/156
• fix a bug in train resume by @QazyBi in https://github.com/fcakyon/yolov5-pip/pull/161

New Contributors

• @QazyBi made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/161

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/6.2.1...6.2.2

What's Changed

• fix package_testing by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/148
• Fixed Invalid CUDA error. by @kadirnar in https://github.com/fcakyon/yolov5-pip/pull/149
• revert dataset path resolve by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/151
• fix segment dataloading error by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/153
• update version by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/155

New Contributors

• @kadirnar made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/149

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/6.2.0...6.2.1

New Features

Classify

Train/Val/Predict with YOLOv5 image classifier:

$ yolov5 classify train --img 640 --data mnist2560 --weights yolov5s-cls.pt --epochs 1

$ yolov5 classify predict --img 640 --weights yolov5s-cls.pt --source images/

from yolov5.classify import train, val, predict

train.run(imgsz=640, data='mnist2560.yaml')
val.run(imgsz=640, weights='yolov5s-cls.pt')
predict.run(imgsz=640)

import yolov5

model = yolov5.load('yolov5s-cls.pt')

Segment

Train/Val/Predict with YOLOv5 instance segmentation model:

$ yolov5 segment train --img 640 --weights yolov5s-seg.pt --epochs 1

$ yolov5 segment predict --img 640 --weights yolov5s-seg.pt --source images/

from yolov5.segment import train, val, predict

train.run(imgsz=640, data='coco128.yaml')
val.run(imgsz=640, weights='yolov5s-seg.pt')
predict.run(imgsz=640)

import yolov5

model = yolov5.load('yolov5s-seg.pt')

What's Changed

• Fix pypi package version not updating in readme by @Isydmr in https://github.com/fcakyon/yolov5-pip/pull/141
• fix typo notebook utils by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/144
• update export arg usage by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/145
• update to ultralytics 16.09.22 by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/146
• add classify and segment usage into readme by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/147

New Contributors

• @Isydmr made their first contribution in https://github.com/fcakyon/yolov5-pip/pull/141

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/6.1.9...6.2.0

What's Changed

• fix evolve by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/139

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/6.1.8...6.1.9

What's Changed

• remove redundant modules by @fcakyon in https://github.com/fcakyon/yolov5-pip/pull/133

Full Changelog: https://github.com/fcakyon/yolov5-pip/compare/6.1.7...6.1.8