| --- |
| license: other |
| task_categories: |
| - image-classification |
| - object-detection |
| tags: |
| - computer-vision |
| - vehicles |
| - car |
| - cars |
| - raw-images |
| --- |
| |
| # Car Image Dataset |
|
|
| This repository contains an expanded dataset of **10,765 car images** divided into standard splits (training, validation, testing), additional training data, and a RAW sensor/ISP sub-dataset with object detection annotations. |
|
|
| - **Total Images**: 10,765 |
| - **Dataset Structure**: |
| - `train/`: 4,272 images total: |
| - 920 flat, unstructured car images (directly in the root) |
| - 3,352 structured images divided into 7 brand class folders: |
| - `Audi/`: 814 images |
| - `Hyundai Creta/`: 271 images |
| - `Mahindra Scorpio/`: 316 images |
| - `Rolls Royce/`: 311 images |
| - `Swift/`: 424 images |
| - `Tata Safari/`: 441 images |
| - `Toyota Innova/`: 775 images |
| - `train_additional/`: 5,000 flat, unstructured car images (extracted from archive 4, split into two chunks to avoid API timeouts): |
| - `part_1/`: 2,500 images |
| - `part_2/`: 2,500 images |
| - `validation/`: 230 flat, unstructured car images |
| - `test/`: 813 structured images divided into 7 brand class folders: |
| - `Audi/`: 199 images |
| - `Hyundai Creta/`: 67 images |
| - `Mahindra Scorpio/`: 75 images |
| - `Rolls Royce/`: 74 images |
| - `Swift/`: 102 images |
| - `Tata Safari/`: 106 images |
| - `Toyota Innova/`: 190 images |
| - `raw_dataset/`: 450 images total representing 225 unique car scenes under raw processing conditions: |
| - `isp_processed/`: 225 JPEG images processed using standard Image Signal Processor pipelines. |
| - `raw_converted/`: 225 lossless PNG images converted from the raw sensor format (scaled [0, 255] and edge-pixels removed). |
| - `annotations.xls`: Bounding box annotations for the 225 scenes in the format `[top_left_x, top_left_y, box_height, box_width]`. |
|
|
| ## Brand Classes |
| - Audi |
| - Hyundai Creta |
| - Mahindra Scorpio |
| - Rolls Royce |
| - Swift |
| - Tata Safari |
| - Toyota Innova |
|
|
| ## License |
| License details for this dataset are unspecified. |
|
|
