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- README.md +60 -0
- dataset_summary.json +18 -0
- metadata.csv +61 -0
- test/background/background.0bd5cdd345c2.jpg +3 -0
- test/background/background.24f4f3b116f8.jpg +3 -0
- test/background/background.7532273b2d3b.jpg +3 -0
- test/background/background.7798409e62c8.jpg +3 -0
- test/background/background.c904a7f35c53.jpg +3 -0
- test/coffee-mug/coffee-mug.5c1a8b976d47.jpg +3 -0
- test/coffee-mug/coffee-mug.7b25cd7094a4.jpg +3 -0
- test/coffee-mug/coffee-mug.a8be186895d1.jpg +3 -0
- test/coffee-mug/coffee-mug.c410e2c6a1dd.jpg +3 -0
- test/coffee-mug/coffee-mug.c46fde250196.jpg +3 -0
- test/coffee-mug/coffee-mug.dc84b6ea5a29.jpg +3 -0
- test/lamp/lamp.0996cb3154c4.jpg +3 -0
- test/lamp/lamp.2d9c66b5e236.jpg +3 -0
- test/lamp/lamp.5e0eb787cfae.jpg +3 -0
- train/background/background.0c5a0d3d403b.jpg +3 -0
- train/background/background.274d6ccdbef1.jpg +3 -0
- train/background/background.2b79cf6ad85f.jpg +3 -0
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- train/background/background.fbf169957bbe.jpg +3 -0
- train/background/background.fd1d80c5d74b.jpg +3 -0
- train/coffee-mug/coffee-mug.24b3eee268b2.jpg +3 -0
- train/coffee-mug/coffee-mug.708aa88270b4.jpg +3 -0
- train/coffee-mug/coffee-mug.71f9f6a9a6c5.jpg +3 -0
- train/coffee-mug/coffee-mug.75875073cb4a.jpg +3 -0
- train/coffee-mug/coffee-mug.79191ac1d609.jpg +3 -0
- train/coffee-mug/coffee-mug.8bc5ac5d92b2.jpg +3 -0
- train/coffee-mug/coffee-mug.b501a954ee25.jpg +3 -0
- train/coffee-mug/coffee-mug.b964c1332543.jpg +3 -0
- train/coffee-mug/coffee-mug.e82ceec9e255.jpg +3 -0
- train/coffee-mug/coffee-mug.f1049dcb94e3.jpg +3 -0
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- train/coffee-mug/coffee-mug.fdf52a8a9f43.jpg +3 -0
- train/coffee-mug/coffee-mug.ff13e204044c.jpg +3 -0
- train/lamp/lamp.00ab06708e37.jpg +3 -0
- train/lamp/lamp.1f8a8d8251a9.jpg +3 -0
- train/lamp/lamp.1fde9544dfe5.jpg +3 -0
- train/lamp/lamp.23b83c918f21.jpg +3 -0
README.md
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---
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license: cc-by-4.0
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pretty_name: imageforge_dataset synthetic image-classification dataset
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task_categories:
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- image-classification
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tags:
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- image
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- image-classification
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- synthetic-data
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- text-to-image
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- image-to-image
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- edge-impulse
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size_categories:
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- n<1K
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---
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# imageforge_dataset — Synthetic Image-Classification Dataset
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Synthetic image-classification dataset generated with **ImageForge**
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(zerogpu_sdxl_turbo) using **text-to-image from class names + short descriptions**.
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## Classes
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| Label | Images |
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|---|---|
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| `background` | 20 |
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| `coffee-mug` | 20 |
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| `lamp` | 20 |
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## Layout
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```text
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train/<label>/<label>.<id>.jpg
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test/<label>/<label>.<id>.jpg
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metadata.csv
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```
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## Loading
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```python
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from datasets import load_dataset
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ds = load_dataset("imagefolder", data_dir="coffee-lamp")
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# or, once pushed to the Hub:
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ds = load_dataset("eoinedge/coffee-lamp")
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print(ds)
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```
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## Edge Impulse
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Filenames use the `label.<id>.jpg` convention, so they upload directly:
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```bash
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edge-impulse-uploader --category training train/**/*.jpg
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```
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## Notes
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Synthetic images are a bootstrap for image-classification models. Validate with
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real captures from the target device's camera before deployment.
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dataset_summary.json
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{
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"dataset": "imageforge_dataset",
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"backend": "zerogpu_sdxl_turbo",
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"mode": "text",
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"image_size": 512,
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"images_per_class": 20,
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"total_images": 60,
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"labels": {
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"coffee-mug": 20,
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"lamp": 20,
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"background": 20
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},
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"splits": {
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"train": 46,
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"test": 14
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},
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"failed": 0
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}
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metadata.csv
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file_name,label,split
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train/background/background.0c5a0d3d403b.jpg,background,train
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train/background/background.274d6ccdbef1.jpg,background,train
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train/background/background.2b79cf6ad85f.jpg,background,train
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train/background/background.35d139847455.jpg,background,train
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train/background/background.42641cea3dd9.jpg,background,train
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train/background/background.538ede0e53e8.jpg,background,train
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train/background/background.54194d900e7d.jpg,background,train
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train/background/background.6c618f3b8582.jpg,background,train
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train/background/background.85c527bb6fcd.jpg,background,train
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train/background/background.8cbbbafa87bb.jpg,background,train
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train/background/background.be09ccc26dc9.jpg,background,train
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train/background/background.f0c8f3379616.jpg,background,train
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train/background/background.f9617321f387.jpg,background,train
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train/background/background.fbf169957bbe.jpg,background,train
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train/background/background.fd1d80c5d74b.jpg,background,train
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train/coffee-mug/coffee-mug.24b3eee268b2.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.708aa88270b4.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.71f9f6a9a6c5.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.75875073cb4a.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.79191ac1d609.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.8bc5ac5d92b2.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.b501a954ee25.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.b964c1332543.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.e82ceec9e255.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.f1049dcb94e3.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.f185460fada9.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.f62680d5af52.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.fdf52a8a9f43.jpg,coffee-mug,train
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train/coffee-mug/coffee-mug.ff13e204044c.jpg,coffee-mug,train
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train/lamp/lamp.00ab06708e37.jpg,lamp,train
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train/lamp/lamp.1f8a8d8251a9.jpg,lamp,train
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train/lamp/lamp.1fde9544dfe5.jpg,lamp,train
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train/lamp/lamp.23b83c918f21.jpg,lamp,train
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train/lamp/lamp.3261d084c0d6.jpg,lamp,train
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train/lamp/lamp.3c8b0711bee5.jpg,lamp,train
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train/lamp/lamp.53f9c083f07b.jpg,lamp,train
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train/lamp/lamp.725a359e8132.jpg,lamp,train
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train/lamp/lamp.7955ae8b674e.jpg,lamp,train
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train/lamp/lamp.96ed4f6a72e5.jpg,lamp,train
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train/lamp/lamp.97688acf1d55.jpg,lamp,train
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train/lamp/lamp.a5525314aa07.jpg,lamp,train
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train/lamp/lamp.b87384b0b47f.jpg,lamp,train
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train/lamp/lamp.be8368bfc8da.jpg,lamp,train
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train/lamp/lamp.c0ea96c8e639.jpg,lamp,train
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train/lamp/lamp.c6ce3d056954.jpg,lamp,train
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train/lamp/lamp.d09763113caf.jpg,lamp,train
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test/background/background.0bd5cdd345c2.jpg,background,test
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test/background/background.24f4f3b116f8.jpg,background,test
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test/background/background.7532273b2d3b.jpg,background,test
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test/background/background.c904a7f35c53.jpg,background,test
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test/coffee-mug/coffee-mug.5c1a8b976d47.jpg,coffee-mug,test
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test/coffee-mug/coffee-mug.7b25cd7094a4.jpg,coffee-mug,test
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test/coffee-mug/coffee-mug.a8be186895d1.jpg,coffee-mug,test
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test/coffee-mug/coffee-mug.c410e2c6a1dd.jpg,coffee-mug,test
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test/coffee-mug/coffee-mug.c46fde250196.jpg,coffee-mug,test
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test/coffee-mug/coffee-mug.dc84b6ea5a29.jpg,coffee-mug,test
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test/lamp/lamp.2d9c66b5e236.jpg,lamp,test
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test/lamp/lamp.5e0eb787cfae.jpg,lamp,test
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