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Fix broken headings in Markdown files #51

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Fix broken headings in Markdown files #51

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2 changes: 1 addition & 1 deletion Readme.md
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#NeuralTalk
# NeuralTalk

**Warning: Deprecated.**
Hi there, this code is now quite old and inefficient, and now deprecated. I am leaving it on Github for educational purposes, but if you would like to run or train image captioning I warmly recommend my new code release [NeuralTalk2](https://github.com/karpathy/neuraltalk2). NeuralTalk2 is written in [Torch](http://torch.ch/) and is SIGNIFICANTLY (I mean, ~100x+) faster because it is batched and runs on the GPU. It also supports CNN finetuning, which helps a lot with performance.
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