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Download data/processed/smartvision_dataset/preprocessing_summary.json from Moni38/smartvision-ai: direct link, hf CLI and curl.
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- Download file 3.03 kB
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https://huggingface.co/spaces/Moni38/smartvision-ai/resolve/main/data/processed/smartvision_dataset/preprocessing_summary.json
- Command line
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hf download hf://spaces/Moni38/smartvision-ai/data/processed/smartvision_dataset/preprocessing_summary.json
-
curl -L -o preprocessing_summary.json https://huggingface.co/spaces/Moni38/smartvision-ai/resolve/main/data/processed/smartvision_dataset/preprocessing_summary.json
3.03 kB
| { | |
| "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" | |
| } |