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Improve the Base model #1

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@vishwarajanand

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@vishwarajanand

Hi, I forked this repo and renamed full-demo to docs folder so that i could host it on pages.

Here is the URL I tried: https://vishwarajanand.github.io/pytorch-to-javascript-with-onnx-js/

The base model is actually way more basic than it needs to be. It doesn't detect basic hand drawn numbers, which are often confusing. Sharing a few examples of the same below.

Why I opened this issue?

Because there's no way for me to know (easily) whether these issues are coming up due to the base model or onnx.js has caused these behaviors?

Expected Number vs Predicted Number Snap
8 vs 0 Screenshot 2022-04-18 at 10 47 24
7 vs 1 Screenshot 2022-04-18 at 10 52 04
6 vs 5 Screenshot 2022-04-18 at 10 52 39
8 vs 0 Screenshot 2022-04-18 at 10 53 23
8 vs 5 Screenshot 2022-04-18 at 10 53 34
9 vs 5 Screenshot 2022-04-18 at 10 53 52
6 vs 5 Screenshot 2022-04-18 at 10 54 04
4 vs 0 Screenshot 2022-04-18 at 10 54 14
4 vs 0 Screenshot 2022-04-18 at 10 54 22
2 vs 3 Screenshot 2022-04-18 at 10 55 09

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