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Data Table
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MNIST | CIFAR | Fashion | Dog/Cat | Shape | Fruit | Distracted Driver | Hand Gesture | |||
---|---|---|---|---|---|---|---|---|---|---|
Source | Keras | Keras | Keras | Home-Made | ? | ? | ? | ? | ||
Total Size | ? | ? | ? | ? | ? | ? | ? | ? | ||
Number of Image Files (total) | 70000 | 60000 | 70000 | ? | ? | ? | ? | ? | ||
Number of Image Files (training) | 60000 | 50000 | 60000 | ? | ? | ? | ? | ? | ||
Number of Image files (testing) | 10000 | 10000 | 10000 | ? | ? | ? | ? | ? | ||
Number of Classes | 10 | 10/100 | 10 | 2 | ? | ? | ? | ? | ||
Image Files per Class | 7000 | 6000/600 | 7000 | >1000 | ? | ? | ? | ? | ||
Size per Image File (max/min) | 28x28 | 32x32 | 28x28 | ? | ? | ? | ? | ? | ||
Format of Image File | numpy | numpy | numpy | ? | ? | ? | ? | ? | ||
Python Image Library | N/A | N/A | N/A | opencv | opencv | opencv | opencv | opencv | ||
Python Code | yes | yes | yes | yes | yes | ? | ? | ? |
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