Top 10 Java Deep Learning Projects
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Project mention: What libraries do you use for machine learning and data visualizing in scala? | reddit.com/r/scala | 2021-11-27
I use smile https://github.com/haifengl/smile with ammonite and it feels pretty easy/good to work with. Of course for pure looking at data, and exploration, you're not going to beat python.
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Project mention: 2021-09 - Plans & Hopes for Clojure Data Science | reddit.com/r/Clojure | 2021-09-03
Here is link number 1 - Previous text "DJL"
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SonarQube
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
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Project mention: Seeking Advice: How to extract Abstract from scientific journals (.pdfs) 10k+. | reddit.com/r/LanguageTechnology | 2022-06-03
Just use science-parse or GROBID. They have been designed for that exact reason.
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Project mention: txtai 3.4 released - Build AI-powered semantic search applications in Java | reddit.com/r/java | 2021-10-09
Tribuo (tribuo.org, github.com/oracle/tribuo). ONNX export support is there for 2 models at the moment in main, there's a PR for factorization machines which supports ONNX export, and we plan to add another couple of models and maybe ensembles before the upcoming release. Plus I need to write a tutorial on how it all works, but you can check the tests in the meantime.
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hms-ml-demo
HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.
GitHub - HMS-Core/hms-ml-demo
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Checkout https://github.com/Picovoice/picovoice I saw it on an article from before and it seemed easy to get started on.
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ksql-udf-deep-learning-mqtt-iot
Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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import 'package:flutter/material.dart'; import 'package:dio/dio.dart'; void main() { runApp( const MaterialApp( home: FaceBlurPage(), ), ); } class FaceBlurPage extends StatefulWidget { const FaceBlurPage({super.key}); @override State createState() => _FaceBlurPageState(); } class _FaceBlurPageState extends State { String pixlabkey = "74389de25cb37a10adf615e8a79c8da4"; String imagelink = "https://pixlab.io/images/m3.jpg"; String? blurImagelink; // Instentiating Dio var dio = Dio(); // Detect faces using pixlab API Future detectFaces(String image) async { return dio.get( "https://api.pixlab.io/facedetect", queryParameters: { "img": image, "key": pixlabkey, }, ); } // Blurring faces using facial coordinates Future blurface(String image, List coordinates) async { return await dio.post( "https://api.pixlab.io/mogrify", data: { "img": image, "key": pixlabkey, "cord": coordinates, }, options: Options(contentType: "application/json"), ); } @override Widget build(BuildContext context) { return Scaffold( appBar: AppBar( title: const Text("Face Blur Example"), ), body: Column( children: [ Image.network(imagelink), blurImagelink != null ? Image.network(blurImagelink!) : const Text("No image provided"), ], ), floatingActionButton: FloatingActionButton( onPressed: () async { Response faces = await detectFaces(imagelink); Response blurfaceImageResponse = await blurface(imagelink, faces.data["faces"]); setState(() { blurImagelink = blurfaceImageResponse.data["ssl_link"]; }); }, child: const Icon(Icons.auto_mode_rounded), ), ); } }
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OpenLabeler
OpenLabeler is an open source desktop application for annotating objects for AI appplications
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Java Deep Learning related posts
- Detect and blur faces in flutter using pixlab API
- Show HN: PixLab – Machine Vision and Media Processing APIs
- Show HN: PixLab – Computer Vision and Media Processing API Portal
- Voice input option for AnySoftKeyboard?
- 2021-09 - Plans & Hopes for Clojure Data Science
- Hottest topics for research for JAVA software engineers
- John Snow Labs Spark-NLP 3.1.0: Over 2600+ new models and pipelines in 200+ languages, new DistilBERT, RoBERTa, and XLM-RoBERTa transformers, support for external Transformers, and lots more!
Index
What are some of the best open-source Deep Learning projects in Java? This list will help you:
Project | Stars | |
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1 | Smile | 5,533 |
2 | Deep Java Library (DJL) | 2,629 |
3 | grobid | 1,736 |
4 | Tribuo | 1,060 |
5 | hms-ml-demo | 281 |
6 | picovoice | 267 |
7 | ksql-udf-deep-learning-mqtt-iot | 255 |
8 | pixlab | 89 |
9 | OpenLabeler | 80 |
10 | nifi-djl-processor | 7 |
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