Datasets:
Tasks:
Image Classification
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
10K - 100K
License:
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---
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# 🧁 MNIST Bakery Dataset
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A procedurally synthesized variant of the classic MNIST dataset, created using **SideFX Houdini** and designed for experimentation in **data augmentation**, **synthetic data generation**, and **model robustness research**.
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---
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## 🎯 Purpose
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- Scene renders are executed via **Mantra** or **Karma**.
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- Output format: **grayscale 224×224 px** sprite sheets (`.exr` or `.jpg`).
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### 4. Compositing & Cropping
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- A **COP2 network** slices the sprite sheet into **28×28** digit tiles.
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- Each tile is labeled by its original digit and saved to:
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```
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### 🧾 Dataset Structure
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```bash
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# 🧁 MNIST Bakery Dataset
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A procedurally synthesized variant of the classic MNIST dataset, created using **SideFX Houdini** and designed for experimentation in **data augmentation**, **synthetic data generation**, and **model robustness research**.
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---
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## 🎯 Purpose
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- Scene renders are executed via **Mantra** or **Karma**.
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- Output format: **grayscale 224×224 px** sprite sheets (`.exr` or `.jpg`).
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### 4. Compositing & Cropping
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- A **COP2 network** slices the sprite sheet into **28×28** digit tiles.
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- Each tile is labeled by its original digit and saved to:
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...
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```
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### 🧾 Dataset Structure
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```bash
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