{ "model": { "type": "YOLO11n", "pretrained": true, "num_classes": 1, "input_size": 640 }, "dataset": { "name": "WIDER FACE", "train": { "images": "WIDER_train/images", "annotations": "WIDER_train/annotations" }, "val": { "images": "WIDER_val/images", "annotations": "WIDER_val/annotations" } }, "training": { "epochs": 225, "batch_size": 16, "learning_rate": 0.001, "optimizer": "Adam", "momentum": 0.9, "weight_decay": 0.0005, "scheduler": { "type": "StepLR", "step_size": 30, "gamma": 0.1 } }, "augmentation": { "horizontal_flip": true, "vertical_flip": false, "rotation": 10, "scale": [0.8, 1.2], "shear": 2 }, "evaluation": { "interval": 1, "metrics": ["mAP", "precision", "recall"] }, "save": { "checkpoint_dir": "checkpoints/", "best_model": "model.pth" } }