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Implemented image tagging using TensorFlow InceptionV3 ()

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* Refactor docker-compose to its own folder
* Added FastAPI development environment
* Added support for GPU in docker file
* Added image classification
* creating endpoint for smart Image info
* added logo with white background on ios
* Added endpoint and trigger for image tagging
* Classify image and save into database
* Update readme
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Alex 2022-02-19 22:42:10 -06:00 • committed by GitHub
parent 75b1ed08b4
commit 619735fea0
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54 changed files with 2297 additions and 10672 deletions
server/src/modules/image-optimize
image-optimize.processor.ts

16
server/src/modules/image-optimize/image-optimize.processor.ts
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@ -11,6 +11,7 @@ import { APP_UPLOAD_LOCATION } from '../../constants/upload_location.constant';
import { WebSocketServer } from '@nestjs/websockets';
import { Socket, Server as SocketIoServer } from 'socket.io';
import { CommunicationGateway } from '../../api-v1/communication/communication.gateway';
import { BackgroundTaskService } from '../background-task/background-task.service';
@Processor('optimize')
export class ImageOptimizeProcessor {
@ -18,6 +19,8 @@ export class ImageOptimizeProcessor {
private wsCommunicateionGateway: CommunicationGateway,
@InjectRepository(AssetEntity)
private assetRepository: Repository<AssetEntity>,
private backgroundTaskService: BackgroundTaskService,
) {}
@Process('resize-image')
@ -58,11 +61,15 @@ export class ImageOptimizeProcessor {
}
const res = await this.assetRepository.update(savedAsset, { resizePath: desitnation });
if (res.affected) {
this.wsCommunicateionGateway.server
.to(savedAsset.userId)
.emit('on_upload_success', JSON.stringify(savedAsset));
}
// Tag Image
this.backgroundTaskService.tagImage(desitnation, savedAsset);
});
} else {
sharp(data)
@ -79,6 +86,9 @@ export class ImageOptimizeProcessor {
.to(savedAsset.userId)
.emit('on_upload_success', JSON.stringify(savedAsset));
}
// Tag Image
this.backgroundTaskService.tagImage(resizePath, savedAsset);
});
}
});
@ -107,12 +117,18 @@ export class ImageOptimizeProcessor {
filename: `${filename}.png`,
})
.on('end', async (a) => {
const thumbnailPath = `${resizeDir}/${filename}.png`;
const res = await this.assetRepository.update(savedAsset, { resizePath: `${resizeDir}/${filename}.png` });
if (res.affected) {
this.wsCommunicateionGateway.server
.to(savedAsset.userId)
.emit('on_upload_success', JSON.stringify(savedAsset));
}
// Tag Image
this.backgroundTaskService.tagImage(thumbnailPath, savedAsset);
});
return 'ok';