@huggingface/transformers
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State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
31 lines (26 loc) • 951 B
JavaScript
import { PreTrainedModel } from '../modeling_utils.js';
import { ModelOutput } from '../modeling_outputs.js';
export class MgpstrModelOutput extends ModelOutput {
constructor({ char_logits, bpe_logits, wp_logits }) {
super();
this.char_logits = char_logits;
this.bpe_logits = bpe_logits;
this.wp_logits = wp_logits;
}
get logits() {
return [this.char_logits, this.bpe_logits, this.wp_logits];
}
}
export class MgpstrPreTrainedModel extends PreTrainedModel {}
/**
* MGP-STR Model transformer with three classification heads on top
* (three A^3 modules and three linear layer on top of the transformer encoder output) for scene text recognition (STR).
*/
export class MgpstrForSceneTextRecognition extends MgpstrPreTrainedModel {
/**
* @param {any} model_inputs
*/
async _call(model_inputs) {
return new MgpstrModelOutput(await super._call(model_inputs));
}
}