diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 68f3abe..556c554 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -8,8 +8,7 @@ We love your input! We want to make contributing to YOLOv5 as easy and transpare - Proposing a new feature - Becoming a maintainer -YOLOv5 works so well due to our combined community effort, and for every small improvement you contribute you will be -helping push the frontiers of what's possible in AI 😃! +YOLOv5 works so well due to our combined community effort, and for every small improvement you contribute you will be helping push the frontiers of what's possible in AI 😃! ## Submitting a Pull Request (PR) 🛠️ @@ -35,9 +34,7 @@ Change the `matplotlib` version from `3.2.2` to `3.3`. ### 4. Preview Changes and Submit PR -Click on the **Preview changes** tab to verify your updates. At the bottom of the screen select 'Create a **new branch** -for this commit', assign your branch a descriptive name such as `fix/matplotlib_version` and click the green **Propose -changes** button. All done, your PR is now submitted to YOLOv5 for review and approval 😃! +Click on the **Preview changes** tab to verify your updates. At the bottom of the screen select 'Create a **new branch** for this commit', assign your branch a descriptive name such as `fix/matplotlib_version` and click the green **Propose changes** button. All done, your PR is now submitted to YOLOv5 for review and approval 😃!

PR_step4

@@ -45,8 +42,7 @@ changes** button. All done, your PR is now submitted to YOLOv5 for review and ap To allow your work to be integrated as seamlessly as possible, we advise you to: -- ✅ Verify your PR is **up-to-date** with `ultralytics/yolov5` `master` branch. If your PR is behind you can update - your code by clicking the 'Update branch' button or by running `git pull` and `git merge master` locally. +- ✅ Verify your PR is **up-to-date** with `ultralytics/yolov5` `master` branch. If your PR is behind you can update your code by clicking the 'Update branch' button or by running `git pull` and `git merge master` locally.

Screenshot 2022-08-29 at 22 47 15

@@ -54,40 +50,27 @@ To allow your work to be integrated as seamlessly as possible, we advise you to:

Screenshot 2022-08-29 at 22 47 03

-- ✅ Reduce changes to the absolute **minimum** required for your bug fix or feature addition. _"It is not daily increase - but daily decrease, hack away the unessential. The closer to the source, the less wastage there is."_ — Bruce Lee +- ✅ Reduce changes to the absolute **minimum** required for your bug fix or feature addition. _"It is not daily increase but daily decrease, hack away the unessential. The closer to the source, the less wastage there is."_ — Bruce Lee ## Submitting a Bug Report 🐛 If you spot a problem with YOLOv5 please submit a Bug Report! -For us to start investigating a possible problem we need to be able to reproduce it ourselves first. We've created a few -short guidelines below to help users provide what we need to get started. +For us to start investigating a possible problem we need to be able to reproduce it ourselves first. We've created a few short guidelines below to help users provide what we need to get started. -When asking a question, people will be better able to provide help if you provide **code** that they can easily -understand and use to **reproduce** the problem. This is referred to by community members as creating -a [minimum reproducible example](https://docs.ultralytics.com/help/minimum_reproducible_example/). Your code that reproduces -the problem should be: +When asking a question, people will be better able to provide help if you provide **code** that they can easily understand and use to **reproduce** the problem. This is referred to by community members as creating a [minimum reproducible example](https://docs.ultralytics.com/help/minimum_reproducible_example/). Your code that reproduces the problem should be: - ✅ **Minimal** – Use as little code as possible that still produces the same problem - ✅ **Complete** – Provide **all** parts someone else needs to reproduce your problem in the question itself - ✅ **Reproducible** – Test the code you're about to provide to make sure it reproduces the problem -In addition to the above requirements, for [Ultralytics](https://ultralytics.com/) to provide assistance your code -should be: +In addition to the above requirements, for [Ultralytics](https://ultralytics.com/) to provide assistance your code should be: -- ✅ **Current** – Verify that your code is up-to-date with the current - GitHub [master](https://github.com/ultralytics/yolov5/tree/master), and if necessary `git pull` or `git clone` a new - copy to ensure your problem has not already been resolved by previous commits. -- ✅ **Unmodified** – Your problem must be reproducible without any modifications to the codebase in this - repository. [Ultralytics](https://ultralytics.com/) does not provide support for custom code ⚠️. +- ✅ **Current** – Verify that your code is up-to-date with the current GitHub [master](https://github.com/ultralytics/yolov5/tree/master), and if necessary `git pull` or `git clone` a new copy to ensure your problem has not already been resolved by previous commits. +- ✅ **Unmodified** – Your problem must be reproducible without any modifications to the codebase in this repository. [Ultralytics](https://ultralytics.com/) does not provide support for custom code ⚠️. -If you believe your problem meets all of the above criteria, please close this issue and raise a new one using the 🐛 -**Bug Report** [template](https://github.com/ultralytics/yolov5/issues/new/choose) and provide -a [minimum reproducible example](https://docs.ultralytics.com/help/minimum_reproducible_example/) to help us better -understand and diagnose your problem. +If you believe your problem meets all of the above criteria, please close this issue and raise a new one using the 🐛 **Bug Report** [template](https://github.com/ultralytics/yolov5/issues/new/choose) and provide a [minimum reproducible example](https://docs.ultralytics.com/help/minimum_reproducible_example/) to help us better understand and diagnose your problem. ## License -By contributing, you agree that your contributions will be licensed under -the [AGPL-3.0 license](https://choosealicense.com/licenses/agpl-3.0/) +By contributing, you agree that your contributions will be licensed under the [AGPL-3.0 license](https://choosealicense.com/licenses/agpl-3.0/) diff --git a/README.md b/README.md index 7b24ada..496a232 100644 --- a/README.md +++ b/README.md @@ -70,9 +70,7 @@ See the [YOLOv5 Docs](https://docs.ultralytics.com/yolov5) for full documentatio
Install -Clone repo and install [requirements.txt](https://github.com/ultralytics/yolov5/blob/master/requirements.txt) in a -[**Python>=3.8.0**](https://www.python.org/) environment, including -[**PyTorch>=1.8**](https://pytorch.org/get-started/locally/). +Clone repo and install [requirements.txt](https://github.com/ultralytics/yolov5/blob/master/requirements.txt) in a [**Python>=3.8.0**](https://www.python.org/) environment, including [**PyTorch>=1.8**](https://pytorch.org/get-started/locally/). ```bash git clone https://github.com/ultralytics/yolov5 # clone @@ -128,9 +126,7 @@ python detect.py --weights yolov5s.pt --source 0 #
Training -The commands below reproduce YOLOv5 [COCO](https://github.com/ultralytics/yolov5/blob/master/data/scripts/get_coco.sh) -results. [Models](https://github.com/ultralytics/yolov5/tree/master/models) -and [datasets](https://github.com/ultralytics/yolov5/tree/master/data) download automatically from the latest YOLOv5 [release](https://github.com/ultralytics/yolov5/releases). Training times for YOLOv5n/s/m/l/x are 1/2/4/6/8 days on a V100 GPU ([Multi-GPU](https://docs.ultralytics.com/yolov5/tutorials/multi_gpu_training) times faster). Use the largest `--batch-size` possible, or pass `--batch-size -1` for YOLOv5 [AutoBatch](https://github.com/ultralytics/yolov5/pull/5092). Batch sizes shown for V100-16GB. +The commands below reproduce YOLOv5 [COCO](https://github.com/ultralytics/yolov5/blob/master/data/scripts/get_coco.sh) results. [Models](https://github.com/ultralytics/yolov5/tree/master/models) and [datasets](https://github.com/ultralytics/yolov5/tree/master/data) download automatically from the latest YOLOv5 [release](https://github.com/ultralytics/yolov5/releases). Training times for YOLOv5n/s/m/l/x are 1/2/4/6/8 days on a V100 GPU ([Multi-GPU](https://docs.ultralytics.com/yolov5/tutorials/multi_gpu_training) times faster). Use the largest `--batch-size` possible, or pass `--batch-size -1` for YOLOv5 [AutoBatch](https://github.com/ultralytics/yolov5/pull/5092). Batch sizes shown for V100-16GB. ```bash python train.py --data coco.yaml --epochs 300 --weights '' --cfg yolov5n.yaml --batch-size 128 @@ -188,7 +184,7 @@ python train.py --data coco.yaml --epochs 300 --weights '' --cfg yolov5n.yaml - -| Roboflow | ClearML ⭐ NEW | Comet ⭐ NEW | Neural Magic ⭐ NEW | +| Roboflow | ClearML ⭐ NEW | Comet ⭐ NEW | Neural Magic ⭐ NEW | | :--------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------: | | Label and export your custom datasets directly to YOLOv5 for training with [Roboflow](https://roboflow.com/?ref=ultralytics) | Automatically track, visualize and even remotely train YOLOv5 using [ClearML](https://cutt.ly/yolov5-readme-clearml) (open-source!) | Free forever, [Comet](https://bit.ly/yolov5-readme-comet2) lets you save YOLOv5 models, resume training, and interactively visualise and debug predictions | Run YOLOv5 inference up to 6x faster with [Neural Magic DeepSparse](https://bit.ly/yolov5-neuralmagic) | diff --git a/requirements.txt b/requirements.txt index 608b34e..545d3c1 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,7 +6,7 @@ gitpython>=3.1.30 matplotlib>=3.3 numpy>=1.23.5 opencv-python>=4.1.1 -Pillow>=10.0.1 +Pillow>=9.4.0 psutil # system resources PyYAML>=5.3.1 requests>=2.23.0