{ "dataset_stats": { "classification": { "train": { "total": 1725, "per_class": { "person": 69, "bicycle": 69, "car": 69, "motorcycle": 69, "airplane": 69, "bus": 69, "truck": 69, "traffic light": 69, "stop sign": 69, "bench": 69, "bird": 69, "cat": 69, "dog": 69, "horse": 69, "cow": 69, "elephant": 69, "bottle": 69, "cup": 69, "bowl": 69, "pizza": 69, "cake": 69, "chair": 69, "couch": 69, "potted plant": 69, "bed": 69 } }, "val": { "total": 375, "per_class": { "person": 15, "bicycle": 15, "car": 15, "motorcycle": 15, "airplane": 15, "bus": 15, "truck": 15, "traffic light": 15, "stop sign": 15, "bench": 15, "bird": 15, "cat": 15, "dog": 15, "horse": 15, "cow": 15, "elephant": 15, "bottle": 15, "cup": 15, "bowl": 15, "pizza": 15, "cake": 15, "chair": 15, "couch": 15, "potted plant": 15, "bed": 15 } }, "test": { "total": 400, "per_class": { "person": 16, "bicycle": 16, "car": 16, "motorcycle": 16, "airplane": 16, "bus": 16, "truck": 16, "traffic light": 16, "stop sign": 16, "bench": 16, "bird": 16, "cat": 16, "dog": 16, "horse": 16, "cow": 16, "elephant": 16, "bottle": 16, "cup": 16, "bowl": 16, "pizza": 16, "cake": 16, "chair": 16, "couch": 16, "potted plant": 16, "bed": 16 } }, "total": 2500 }, "detection": { "train": { "images": 1550, "labels": 1550 }, "val": { "images": 375, "labels": 375 }, "total_images": 1925 }, "issues": [] }, "image_size": 224, "imagenet_mean": [ 0.485, 0.456, 0.406 ], "imagenet_std": [ 0.229, 0.224, 0.225 ], "augmentations_train": [ "RandomHorizontalFlip(p=0.5)", "RandomRotation(degrees=15)", "ColorJitter(brightness=0.2, contrast=0.2, saturation=0.1, hue=0.05)", "RandomZoomOut(side_range=(1.0,1.3), p=0.3)", "Resize(224,224)", "Normalize(ImageNet)" ], "augmentations_eval": [ "Resize(224,224)", "Normalize(ImageNet)" ], "yolo_validation": "passed", "data_yaml": "C:\\Users\\Suba\\Documents\\Data science\\Guvi\\Proj 5 SmartVision AI - Intelligent Multi-Class Object Recognition System\\data\\processed\\smartvision_dataset\\detection\\data.yaml" }