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Support register custom processor #1233

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Support register custom processor #1233

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6 changes: 4 additions & 2 deletions src/models/auto/processing_auto.js
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Original file line number Diff line number Diff line change
Expand Up @@ -40,15 +40,17 @@ import * as AllFeatureExtractors from '../feature_extractors.js';
*/
export class AutoProcessor {

static PROCESSOR_CLASS_MAPPING = {...AllProcessors};

/** @type {typeof Processor.from_pretrained} */
static async from_pretrained(pretrained_model_name_or_path, options={}) {

// TODO: first check for processor.json
const preprocessorConfig = await getModelJSON(pretrained_model_name_or_path, IMAGE_PROCESSOR_NAME, true, options);

const { image_processor_type, feature_extractor_type, processor_class } = preprocessorConfig;
if (processor_class && AllProcessors[processor_class]) {
return AllProcessors[processor_class].from_pretrained(pretrained_model_name_or_path, options);
if (processor_class && this.PROCESSOR_CLASS_MAPPING[processor_class]) {
return this.PROCESSOR_CLASS_MAPPING[processor_class].from_pretrained(pretrained_model_name_or_path, options);
}

if (!image_processor_type && !feature_extractor_type) {
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