From 279ec29dd7ab26793020fc0c45290d52449818c9 Mon Sep 17 00:00:00 2001 From: KatHellg Date: Mon, 4 Nov 2024 10:22:17 +0100 Subject: [PATCH] welding defect example fix --- examples/welding-defect-detection/README.md | 113 +++------------ .../client/custom.yaml | 46 ------ .../welding-defect-detection/client/data.py | 131 ------------------ .../welding-defect-detection/client/fedn.yaml | 11 -- .../welding-defect-detection/client/model.py | 65 --------- .../client/python_env.yaml | 15 -- .../welding-defect-detection/client/train.py | 58 -------- .../client/validate.py | 39 ------ .../figs/2clients_10epochs_25rounds.png | Bin 105248 -> 0 bytes .../figs/2clients_25epochs_10rounds.png | Bin 92455 -> 0 bytes .../figs/2clients_5epochs_50rounds.png | Bin 132256 -> 0 bytes .../figs/CentralizedmAP50.png | Bin 23826 -> 0 bytes 12 files changed, 22 insertions(+), 456 deletions(-) delete mode 100644 examples/welding-defect-detection/client/custom.yaml delete mode 100644 examples/welding-defect-detection/client/data.py delete mode 100644 examples/welding-defect-detection/client/fedn.yaml delete mode 100644 examples/welding-defect-detection/client/model.py delete mode 100644 examples/welding-defect-detection/client/python_env.yaml delete mode 100644 examples/welding-defect-detection/client/train.py delete mode 100644 examples/welding-defect-detection/client/validate.py delete mode 100644 examples/welding-defect-detection/figs/2clients_10epochs_25rounds.png delete mode 100644 examples/welding-defect-detection/figs/2clients_25epochs_10rounds.png delete mode 100644 examples/welding-defect-detection/figs/2clients_5epochs_50rounds.png delete mode 100644 examples/welding-defect-detection/figs/CentralizedmAP50.png diff --git a/examples/welding-defect-detection/README.md b/examples/welding-defect-detection/README.md index 3456138..5b63363 100644 --- a/examples/welding-defect-detection/README.md +++ b/examples/welding-defect-detection/README.md @@ -1,6 +1,3 @@ - - **Note: If you are new to FEDn, we recommend that you start with the MNIST-Pytorch example instead: https://github.com/scaleoutsystems/fedn/examples/mnist-pytorch** - # Welding Defect Object Detection Example This is an example FEDn project that trains a YOLOv8n model on images of welds to classify them as "good", "bad", or "defected". The dataset is pre-labeled and can be accessed for free from Kaggle https://www.kaggle.com/datasets/sukmaadhiwijaya/welding-defect-object-detection. See a few examples below, @@ -15,105 +12,39 @@ This is an example FEDn project that trains a YOLOv8n model on images of welds t This example is generalizable to many manufacturing and operations use cases, such as automatic optical inspection. The federated setup enables the organization to make use of available data in different factories and in different parts of the manufacturing process, without having to centralize the data. -## How to run the example - -To run the example, follow the steps below. For a more detailed explanation, follow the Quickstart Tutorial: https://fedn.readthedocs.io/en/stable/quickstart.html - -**Note: To be able to run this example, you need to have GPU access.** - +## Step 1: Downloading the data -### 1. Prerequisites +Download the dataset from the following link and extract it to the `datasets` directory: +https://www.kaggle.com/datasets/sukmaadhiwijaya/welding-defect-object-detection -- `Python >=3.8, <=3.12 `__ -- `A project in FEDn Studio `__ -- `A Kaggle account `__ -- GPU access +## Step 2: Partitioning the data -### 2. Install FEDn and clone GitHub repo +To partition the data for each client, run the following command: -Install fedn: - -``` -pip install fedn -``` - -Clone this repository, then locate into this directory: - -``` -git clone https://github.com/scaleoutsystems/fedn-ultralytics-tutorial.git -cd fedn-ultralytics-tutorial/examples/welding-defect-detection +```bash +python3 partition_data.py welding-defect-detection ``` +Replace `` with the number of clients you want to partition the data for. +This generates the dataset partitions in the 'datasets' directory. These partitions needs to be distributed to the respective clients and renamed to 'fed_dataset' instead of 'welding_defect_detection_split_X. -### 3. Creating the compute package and seed model +## Step 3: Setting up the global_config.yaml -Create the compute package: +Inside the 'client' folder configure the 'global_config.yaml' in the following way: -``` -fedn package create --path client -``` - -This creates a file 'package.tgz' in the project folder. +```bash +# Configuration for YOLOv8 Model and Dataset Paths +# Adjust settings here to define model size, class details, and dataset paths -Next, generate the seed model: +model_size: nano # Options: nano, small, medium, large, extra-large +num_classes: 3 # Number of classes +class_names: ['Bad Weld', 'Good Weld', 'Defect'] # A list of class names +train: fed_dataset/train/images # Configure paths (usually not needed to be configured) +val: fed_dataset/valid/images +test: fed_dataset/test/images ``` -fedn run build --path client -``` - -This will create a model file 'seed.npz' in the root of the project. This step will take a few minutes, depending on hardware and internet connection (builds a virtualenv). - -### 4. Running the project on FEDn - -To learn how to set up your FEDn Studio project and connect clients, take the quickstart tutorial: https://fedn.readthedocs.io/en/stable/quickstart.html. When activating the first client, you will be asked to provide your login credentials to Kaggle to download the welding defect dataset and split it into separate client folders. - - -## Experiments with results - -Below are a few examples of experiments which have been run using this example. A centralized setup has been used as baseline to compare against. Two clients have been used in the federated setup and a few different epoch-to-round ratios have been tested. - - -### Experimental setup - -Aggregator: -- FedAvg - -Hyperparameters: -- batch size: 16 -- learning rate: 0.01 -- imgsz: 640 - -Approach: The number of epochs and rounds in each experiment are divided such that rounds * epochs = 250. - -#### Centralized setup - -| Experiment ID| # clients | epochs | rounds | -| ----------- | ---------- | -------- | ------ | -| 0 | 1 | 250 | 1 | - -#### Federated setup - -| Experiment ID| # clients | epochs | rounds | -| ----------- | ---------- | -------- | ------ | -| 1 | 2 | 5 | 50 | -| 2 | 2 | 10 | 25 | -| 3 | 2 | 25 | 10 | - - - -### Results - -Centralized: - - - - -Federated: - - - - - - +## Step 4: Return to the root guide and follow the instructions from there +Now your dataset is ready and you have configured the global settings for the YOLOv8 model. Return to the root guide and follow the instructions from there to continue with the federated learning process. \ No newline at end of file diff --git a/examples/welding-defect-detection/client/custom.yaml b/examples/welding-defect-detection/client/custom.yaml deleted file mode 100644 index f37044c..0000000 --- a/examples/welding-defect-detection/client/custom.yaml +++ /dev/null @@ -1,46 +0,0 @@ -# Ultralytics YOLO 🚀, AGPL-3.0 license -# YOLOv8 object detection model with P3-P5 outputs. For Usage examples see https://docs.ultralytics.com/tasks/detect - -# Parameters -nc: 3 # number of classes -scales: # model compound scaling constants, i.e. 'model=yolov8n.yaml' will call yolov8.yaml with scale 'n' - # [depth, width, max_channels] - n: [0.33, 0.25, 1024] # YOLOv8n summary: 225 layers, 3157200 parameters, 3157184 gradients, 8.9 GFLOPs - s: [0.33, 0.50, 1024] # YOLOv8s summary: 225 layers, 11166560 parameters, 11166544 gradients, 28.8 GFLOPs - m: [0.67, 0.75, 768] # YOLOv8m summary: 295 layers, 25902640 parameters, 25902624 gradients, 79.3 GFLOPs - l: [1.00, 1.00, 512] # YOLOv8l summary: 365 layers, 43691520 parameters, 43691504 gradients, 165.7 GFLOPs - x: [1.00, 1.25, 512] # YOLOv8x summary: 365 layers, 68229648 parameters, 68229632 gradients, 258.5 GFLOPs - -# YOLOv8.0n backbone -backbone: - # [from, repeats, module, args] - - [-1, 1, Conv, [64, 3, 2]] # 0-P1/2 - - [-1, 1, Conv, [128, 3, 2]] # 1-P2/4 - - [-1, 3, C2f, [128, True]] - - [-1, 1, Conv, [256, 3, 2]] # 3-P3/8 - - [-1, 6, C2f, [256, True]] - - [-1, 1, Conv, [512, 3, 2]] # 5-P4/16 - - [-1, 6, C2f, [512, True]] - - [-1, 1, Conv, [1024, 3, 2]] # 7-P5/32 - - [-1, 3, C2f, [1024, True]] - - [-1, 1, SPPF, [1024, 5]] # 9 - -# YOLOv8.0n head -head: - - [-1, 1, nn.Upsample, [None, 2, "nearest"]] - - [[-1, 6], 1, Concat, [1]] # cat backbone P4 - - [-1, 3, C2f, [512]] # 12 - - - [-1, 1, nn.Upsample, [None, 2, "nearest"]] - - [[-1, 4], 1, Concat, [1]] # cat backbone P3 - - [-1, 3, C2f, [256]] # 15 (P3/8-small) - - - [-1, 1, Conv, [256, 3, 2]] - - [[-1, 12], 1, Concat, [1]] # cat head P4 - - [-1, 3, C2f, [512]] # 18 (P4/16-medium) - - - [-1, 1, Conv, [512, 3, 2]] - - [[-1, 9], 1, Concat, [1]] # cat head P5 - - [-1, 3, C2f, [1024]] # 21 (P5/32-large) - - - [[15, 18, 21], 1, Detect, [nc]] # Detect(P3, P4, P5) diff --git a/examples/welding-defect-detection/client/data.py b/examples/welding-defect-detection/client/data.py deleted file mode 100644 index 8a9dd13..0000000 --- a/examples/welding-defect-detection/client/data.py +++ /dev/null @@ -1,131 +0,0 @@ -import os -from math import floor -import opendatasets -import shutil - -dir_path = os.path.dirname(os.path.realpath(__file__)) -abs_path = os.path.abspath(dir_path) - - -def load_labels(label_dir): - label_files = os.listdir(label_dir) - data = [] - for label_file in label_files: - with open(os.path.join(label_dir, label_file), "r") as file: - lines = file.readlines() - for line in lines: - class_id, x_center, y_center, width, height = map(float, line.strip().split()) - data.append([class_id, x_center, y_center, width, height]) - return data - - -def load_data(data_path, step): - if data_path is None: - data_env = os.environ.get("FEDN_DATA_PATH") - if data_env is None: - data_path = f"{abs_path}/data/clients/1" - else: - data_path = f"{abs_path}{data_env}" - if step == "train": - y = os.listdir(f"{data_path}/train/labels") - length = len(y) - elif step == "test": - y = os.listdir(f"{data_path}/test/labels") - length = len(y) - else: - y = os.listdir(f"{data_path}/valid/labels") - length = len(y) - - X = f"{data_path}/data.yaml" - return X, length - - -def move_data_yaml(base_dir, new_path): - old_image_path = os.path.join(base_dir, "data.yaml") - new_image_path = os.path.join(new_path, "data.yaml") - shutil.copy(old_image_path, new_image_path) - - -def splitset(dataset, parts): - n = len(dataset) - local_n = floor(n / parts) - result = [] - for i in range(parts): - result.append(dataset[i * local_n : (i + 1) * local_n]) - return result - - -def build_client_folder(folder, data, idx, subdir): - - os.makedirs(f"{subdir}/{folder}/images") - os.makedirs(f"{subdir}/{folder}/labels") - if folder=="train": - x = "x_train" - y = "y_train" - elif folder=="test": - x = "x_test" - y = "y_test" - else: - x = "x_val" - y = "y_val" - - for image in data[x][idx]: - old_image_path = os.path.join(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset/{folder}/images", image) - new_image_path = os.path.join(f"{subdir}/{folder}/images", image) - shutil.move(old_image_path, new_image_path) - for label in data[y][idx]: - old_image_path = os.path.join(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset/{folder}/labels", label) - new_image_path = os.path.join(f"{subdir}/{folder}/labels", label) - shutil.move(old_image_path, new_image_path) - -def split(out_dir="data"): - n_splits = int(os.environ.get("FEDN_NUM_DATA_SPLITS", 2)) - - # Make dir - if not os.path.exists(f"{out_dir}/clients"): - os.makedirs(f"{out_dir}/clients") - opendatasets.download("https://www.kaggle.com/datasets/sukmaadhiwijaya/welding-defect-object-detection") - # Load data and convert to dict - X_train = [f for f in os.listdir(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset/train/images")] - X_test = [f for f in os.listdir(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset/test/images")] - X_val = [f for f in os.listdir(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset/valid/images")] - - y_train = [f for f in os.listdir(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset/train/labels")] - y_test = [f for f in os.listdir(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset/test/labels")] - y_val = [f for f in os.listdir(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset/valid/labels")] - - data = { - "x_train": splitset(X_train, n_splits), - "y_train": splitset(y_train, n_splits), - "x_test": splitset(X_test, n_splits), - "y_test": splitset(y_test, n_splits), - "x_val": splitset(X_val, n_splits), - "y_val": splitset(y_val, n_splits), - } - - # Make splits - folders = ["train", "test", "valid"] - for i in range(n_splits): - subdir = f"{out_dir}/clients/{str(i+1)}" - if not os.path.exists(subdir): - for folder in folders: - build_client_folder(folder, data, i, subdir) - move_data_yaml(f"{abs_path}/welding-defect-object-detection/The Welding Defect Dataset/\ - The Welding Defect Dataset", subdir) - # Remove downloaded directory - if os.path.exists(f"{abs_path}/welding-defect-object-detection"): - shutil.rmtree(f"{abs_path}/welding-defect-object-detection") - - -if __name__ == "__main__": - # Prepare data if not already done - if not os.path.exists(abs_path + "/data/clients/1"): - split() diff --git a/examples/welding-defect-detection/client/fedn.yaml b/examples/welding-defect-detection/client/fedn.yaml deleted file mode 100644 index 526b4a4..0000000 --- a/examples/welding-defect-detection/client/fedn.yaml +++ /dev/null @@ -1,11 +0,0 @@ -python_env: python_env.yaml -entry_points: - build: - command: python model.py - startup: - command: python data.py - train: - command: python train.py - validate: - command: python validate.py - \ No newline at end of file diff --git a/examples/welding-defect-detection/client/model.py b/examples/welding-defect-detection/client/model.py deleted file mode 100644 index d1e783e..0000000 --- a/examples/welding-defect-detection/client/model.py +++ /dev/null @@ -1,65 +0,0 @@ -import collections -from ultralytics import YOLO -import torch - -from fedn.utils.helpers.helpers import get_helper - -HELPER_MODULE = "numpyhelper" -helper = get_helper(HELPER_MODULE) - - -def compile_model(): - """Compile the pytorch model. - - :return: The compiled model. - :rtype: torch.nn.Module - """ - model = YOLO("custom.yaml") - return model - - -def save_parameters(model, out_path): - """Save model paramters to file. - - :param model: The model to serialize. - :type model: torch.nn.Module - :param out_path: The path to save to. - :type out_path: str - """ - parameters_np = [val.cpu().numpy() for _, val in model.state_dict().items()] - helper.save(parameters_np, out_path) - - -def load_parameters(model_path): - """Load model parameters from file and populate model. - - param model_path: The path to load from. - :type model_path: str - :return: The loaded model. - :rtype: torch.nn.Module - """ - model = compile_model() - parameters_np = helper.load(model_path) - - params_dict = zip(model.state_dict().keys(), parameters_np) - state_dict = collections.OrderedDict({key: torch.tensor(x) for key, x in params_dict}) - model.load_state_dict(state_dict, strict=True) - torch.save(model,"tempfile.pt") - model = YOLO("tempfile.pt") - return model - - -def init_seed(out_path="seed.npz"): - """Initialize seed model and save it to file. - - - :param out_path: The path to save the seed model to. - :type out_path: str - """ - # Init and save - model = compile_model() - save_parameters(model, out_path) - - -if __name__ == "__main__": - init_seed("../seed.npz") diff --git a/examples/welding-defect-detection/client/python_env.yaml b/examples/welding-defect-detection/client/python_env.yaml deleted file mode 100644 index 9ecdd44..0000000 --- a/examples/welding-defect-detection/client/python_env.yaml +++ /dev/null @@ -1,15 +0,0 @@ -name: welding-defect-detection -build_dependencies: - - pip - - setuptools - - wheel -dependencies: - - fedn - - torch==2.4.1; (sys_platform == "darwin" and platform_machine == "arm64") or (sys_platform == "win32" or sys_platform == "win64" or sys_platform == "linux") - # PyTorch macOS x86 builds deprecation - - torch==2.2.2; sys_platform == "darwin" and platform_machine == "x86_64" - - numpy==2.0.2; (sys_platform == "darwin" and platform_machine == "arm64" and python_version >= "3.9") or (sys_platform == "win32" or sys_platform == "win64" or sys_platform == "linux" and python_version >= "3.9") - - numpy==1.26.4; (sys_platform == "darwin" and platform_machine == "x86_64" and python_version >= "3.9") - - numpy==1.24.4; python_version == "3.8" - - ultralytics - - opendatasets diff --git a/examples/welding-defect-detection/client/train.py b/examples/welding-defect-detection/client/train.py deleted file mode 100644 index 0a221f4..0000000 --- a/examples/welding-defect-detection/client/train.py +++ /dev/null @@ -1,58 +0,0 @@ -import sys -from model import load_parameters, save_parameters -from data import load_data -from fedn.utils.helpers.helpers import save_metadata -import os - -# Get the list of all files and directories - -dir_path = os.path.dirname(os.path.realpath(__file__)) -sys.path.append(os.path.abspath(dir_path)) - - -def train(in_model_path, out_model_path, data_path=None, batch_size=16, epochs=5, lr=0.01): - """Complete a model update. - - Load model paramters from in_model_path (managed by the FEDn client), - perform a model update, and write updated paramters - to out_model_path (picked up by the FEDn client). - - :param in_model_path: The path to the input model. - :type in_model_path: str - :param out_model_path: The path to save the output model to. - :type out_model_path: str - :param data_path: The path to the data file. - :type data_path: str - :param batch_size: The batch size to use. - :type batch_size: int - :param epochs: The number of epochs to train. - :type epochs: int - :param lr: The learning rate to use. - :type lr: float - """ - # Load data - data, length = load_data(data_path, step="train") - # Load parmeters and initialize model - model = load_parameters(in_model_path) - # Train - model.train(data=data, epochs=epochs, imgsz=640, batch=batch_size, lr0=lr) - - - # Metadata needed for aggregation server side - metadata = { - # num_examples are mandatory - "num_examples": length, - "batch_size": batch_size, - "epochs": epochs, - "lr": lr, - } - - # Save JSON metadata file (mandatory) - save_metadata(metadata, out_model_path) - - # Save model update (mandatory) - save_parameters(model, out_model_path) - - -if __name__ == "__main__": - train(sys.argv[1], sys.argv[2]) diff --git a/examples/welding-defect-detection/client/validate.py b/examples/welding-defect-detection/client/validate.py deleted file mode 100644 index b804398..0000000 --- a/examples/welding-defect-detection/client/validate.py +++ /dev/null @@ -1,39 +0,0 @@ -import os -import sys - -from model import load_parameters -from data import load_data -from fedn.utils.helpers.helpers import save_metrics - -dir_path = os.path.dirname(os.path.realpath(__file__)) -sys.path.append(os.path.abspath(dir_path)) - - -def validate(in_model_path, out_json_path, data_path=None): - """Validate model. - - :param in_model_path: The path to the input model. - :type in_model_path: str - :param out_json_path: The path to save the output JSON to. - :type out_json_path: str - :param data_path: The path to the data file. - :type data_path: str - """ - # Load data - test_data_yaml, test_data_length = load_data(None, step="test") - model = load_parameters(in_model_path) - validation_results = model.val(data=test_data_yaml) - - - # JSON schema - report = { - "map50-95": float(validation_results.box.map), # map50-95 - "map50": float(validation_results.box.map50), # map50 - "map75": float(validation_results.box.map75), # map75 - } - # Save JSON - save_metrics(report, out_json_path) - - -if __name__ == "__main__": - validate(sys.argv[1], sys.argv[2]) diff --git a/examples/welding-defect-detection/figs/2clients_10epochs_25rounds.png b/examples/welding-defect-detection/figs/2clients_10epochs_25rounds.png deleted file mode 100644 index 677609deb1629cf8374123434245e94fef985780..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 105248 zcmd42by!qg7dDQ7AQCDqtsqFJGzEGByA@r_d;1tj_HLf(8kWu8VgG)@}nNUzIG2~wvpC@YAkH6 zr@*%nAF#BZzP^#?Mf-r@?(>+CPZo-l6vl)clog+gA4X-_DDHAaweV7sfAFY$rMHk5 zTz1)ex_-Gn7=#u>fKmwIvRDTk+4_lhur#|e zGzO^p_)27quyNjbem1A$LrhK!x+ z4_ja028-iZ~r`BELB6j8&3Vp{EkJy0l28;SRRFJ=F; 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