๐ New Tutorial: Automatic Number Plate Recognition (ANPR) with YOLOv11 + GPT-4o-mini!
This hands-on tutorial shows you how to combine the real-time detection power of YOLOv11 with the language understanding of GPT-4o-mini to build a smart, high-accuracy ANPR system! From setup to smart prompt engineering, everything is covered step-by-step. ๐๐ก
๐ฏ Key Highlights:
โ YOLOv11 + GPT-4o-mini = High-precision number plate recognition
โ Real-time video processing in Google Colab
โ Smart prompt engineering for enhanced OCR performance
๐ข A must-watch if you're into computer vision, deep learning, or OpenAI integrations!
๐ Colab Notebook
โถ๏ธ Watch on YouTube
#YOLOv11 #GPT4o #OpenAI #ANPR #OCR #ComputerVision #DeepLearning #AI #DataScience #Python #Ultralytics #MachineLearning #Colab #NumberPlateRecognition
๐ By : https://t.me/DataScienceN
This hands-on tutorial shows you how to combine the real-time detection power of YOLOv11 with the language understanding of GPT-4o-mini to build a smart, high-accuracy ANPR system! From setup to smart prompt engineering, everything is covered step-by-step. ๐๐ก
๐ฏ Key Highlights:
โ YOLOv11 + GPT-4o-mini = High-precision number plate recognition
โ Real-time video processing in Google Colab
โ Smart prompt engineering for enhanced OCR performance
๐ข A must-watch if you're into computer vision, deep learning, or OpenAI integrations!
๐ Colab Notebook
โถ๏ธ Watch on YouTube
#YOLOv11 #GPT4o #OpenAI #ANPR #OCR #ComputerVision #DeepLearning #AI #DataScience #Python #Ultralytics #MachineLearning #Colab #NumberPlateRecognition
๐ By : https://t.me/DataScienceN
๐2โค1๐ฅ1
๐ JaidedAI/EasyOCR โ an open-source Python library for Optical Character Recognition (OCR) that's easy to use and supports over 80 languages out of the box.
### ๐ Key Features:
๐ธ Extracts text from images and scanned documents โ including handwritten notes and unusual fonts
๐ธ Supports a wide range of languages like English, Russian, Chinese, Arabic, and more
๐ธ Built on PyTorch โ uses modern deep learning models (not the old-school Tesseract)
๐ธ Simple to integrate into your Python projects
### โ Example Usage:
### ๐ Ideal For:
โ Text extraction from photos, scans, and documents
โ Embedding OCR capabilities in apps (e.g. automated data entry)
๐ GitHub: https://github.com/JaidedAI/EasyOCR
๐ Follow us for more: @DataScienceN
#Python #OCR #MachineLearning #ComputerVision #EasyOCR
### ๐ Key Features:
๐ธ Extracts text from images and scanned documents โ including handwritten notes and unusual fonts
๐ธ Supports a wide range of languages like English, Russian, Chinese, Arabic, and more
๐ธ Built on PyTorch โ uses modern deep learning models (not the old-school Tesseract)
๐ธ Simple to integrate into your Python projects
### โ Example Usage:
import easyocr
reader = easyocr.Reader(['en', 'ru']) # Choose supported languages
result = reader.readtext('image.png')
### ๐ Ideal For:
โ Text extraction from photos, scans, and documents
โ Embedding OCR capabilities in apps (e.g. automated data entry)
๐ GitHub: https://github.com/JaidedAI/EasyOCR
๐ Follow us for more: @DataScienceN
#Python #OCR #MachineLearning #ComputerVision #EasyOCR
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๐ฅ Trending Repository: awesome-deep-text-detection-recognition
๐ Description: A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
๐ Repository URL: https://github.com/hwalsuklee/awesome-deep-text-detection-recognition
๐ Readme: https://github.com/hwalsuklee/awesome-deep-text-detection-recognition#readme
๐ Statistics:
๐ Stars: 2.5K stars
๐ Watchers: 148
๐ด Forks: 508 forks
๐ป Programming Languages: Not available
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceN
๐ Description: A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
๐ Repository URL: https://github.com/hwalsuklee/awesome-deep-text-detection-recognition
๐ Readme: https://github.com/hwalsuklee/awesome-deep-text-detection-recognition#readme
๐ Statistics:
๐ Stars: 2.5K stars
๐ Watchers: 148
๐ด Forks: 508 forks
๐ป Programming Languages: Not available
๐ท๏ธ Related Topics:
#ocr #deep_learning #text_recognition #awesome_list #text_detection #ocr_recognition #awesome_lists #text_detection_recognition #ocr_detection #ocr_papers #ocr_paper #ocr_paper_list
==================================
๐ง By: https://t.me/DataScienceN
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๐ฅ Trending Repository: Umi-OCR
๐ Description: OCR software, free and offline. ๅผๆบใๅ ่ดน็็ฆป็บฟOCR่ฝฏไปถใๆฏๆๆชๅฑ/ๆน้ๅฏผๅ ฅๅพ็๏ผPDFๆๆกฃ่ฏๅซ๏ผๆ้คๆฐดๅฐ/้กต็้กต่๏ผๆซๆ/็ๆไบ็ปด็ ใๅ ็ฝฎๅคๅฝ่ฏญ่จๅบใ
๐ Repository URL: https://github.com/hiroi-sora/Umi-OCR
๐ Readme: https://github.com/hiroi-sora/Umi-OCR#readme
๐ Statistics:
๐ Stars: 36.7K stars
๐ Watchers: 186
๐ด Forks: 3.6K forks
๐ป Programming Languages: Python - QML
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: OCR software, free and offline. ๅผๆบใๅ ่ดน็็ฆป็บฟOCR่ฝฏไปถใๆฏๆๆชๅฑ/ๆน้ๅฏผๅ ฅๅพ็๏ผPDFๆๆกฃ่ฏๅซ๏ผๆ้คๆฐดๅฐ/้กต็้กต่๏ผๆซๆ/็ๆไบ็ปด็ ใๅ ็ฝฎๅคๅฝ่ฏญ่จๅบใ
๐ Repository URL: https://github.com/hiroi-sora/Umi-OCR
๐ Readme: https://github.com/hiroi-sora/Umi-OCR#readme
๐ Statistics:
๐ Stars: 36.7K stars
๐ Watchers: 186
๐ด Forks: 3.6K forks
๐ป Programming Languages: Python - QML
๐ท๏ธ Related Topics:
#screenshot #qt #ocr #qml #ocr_python #paddleocr #umi_ocr
==================================
๐ง By: https://t.me/DataScienceM
๐ฅ Trending Repository: tesseract
๐ Description: Tesseract Open Source OCR Engine (main repository)
๐ Repository URL: https://github.com/tesseract-ocr/tesseract
๐ Website: https://tesseract-ocr.github.io/
๐ Readme: https://github.com/tesseract-ocr/tesseract#readme
๐ Statistics:
๐ Stars: 69.4K stars
๐ Watchers: 1.7k
๐ด Forks: 10.2K forks
๐ป Programming Languages: C++ - CMake - Java - Makefile - NSIS - C
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: Tesseract Open Source OCR Engine (main repository)
๐ Repository URL: https://github.com/tesseract-ocr/tesseract
๐ Website: https://tesseract-ocr.github.io/
๐ Readme: https://github.com/tesseract-ocr/tesseract#readme
๐ Statistics:
๐ Stars: 69.4K stars
๐ Watchers: 1.7k
๐ด Forks: 10.2K forks
๐ป Programming Languages: C++ - CMake - Java - Makefile - NSIS - C
๐ท๏ธ Related Topics:
#machine_learning #ocr #tesseract #lstm #tesseract_ocr #hacktoberfest #ocr_engine
==================================
๐ง By: https://t.me/DataScienceM
๐ฅ Trending Repository: PaddleOCR
๐ Description: Awesome multilingual OCR and Document Parsing toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
๐ Repository URL: https://github.com/PaddlePaddle/PaddleOCR
๐ Website: https://www.paddleocr.ai
๐ Readme: https://github.com/PaddlePaddle/PaddleOCR#readme
๐ Statistics:
๐ Stars: 53.9K stars
๐ Watchers: 470
๐ด Forks: 8.6K forks
๐ป Programming Languages: Python - C++ - Shell - Java - CMake - Cuda
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: Awesome multilingual OCR and Document Parsing toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
๐ Repository URL: https://github.com/PaddlePaddle/PaddleOCR
๐ Website: https://www.paddleocr.ai
๐ Readme: https://github.com/PaddlePaddle/PaddleOCR#readme
๐ Statistics:
๐ Stars: 53.9K stars
๐ Watchers: 470
๐ด Forks: 8.6K forks
๐ป Programming Languages: Python - C++ - Shell - Java - CMake - Cuda
๐ท๏ธ Related Topics:
#ocr #db #kie #crnn #document_translation #ocrlite #chineseocr #pp_ocr #document_parsing #pp_structure #pdf2markdown #chatocr
==================================
๐ง By: https://t.me/DataScienceM
๐ฅ Trending Repository: Dolphin
๐ Description: The official repo for โDolphin: Document Image Parsing via Heterogeneous Anchor Promptingโ, ACL, 2025.
๐ Repository URL: https://github.com/bytedance/Dolphin
๐ Readme: https://github.com/bytedance/Dolphin#readme
๐ Statistics:
๐ Stars: 6.3K stars
๐ Watchers: 53
๐ด Forks: 516 forks
๐ป Programming Languages: Python - Shell
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: The official repo for โDolphin: Document Image Parsing via Heterogeneous Anchor Promptingโ, ACL, 2025.
๐ Repository URL: https://github.com/bytedance/Dolphin
๐ Readme: https://github.com/bytedance/Dolphin#readme
๐ Statistics:
๐ Stars: 6.3K stars
๐ Watchers: 53
๐ด Forks: 516 forks
๐ป Programming Languages: Python - Shell
๐ท๏ธ Related Topics:
#python #pdf #parser #ocr #pdf_converter #document_analysis #pdf_parser #layout_analysis #vlm_ocr
==================================
๐ง By: https://t.me/DataScienceM
๐ฅ Trending Repository: siyuan
๐ Description: A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.
๐ Repository URL: https://github.com/siyuan-note/siyuan
๐ Website: https://b3log.org/siyuan
๐ Readme: https://github.com/siyuan-note/siyuan#readme
๐ Statistics:
๐ Stars: 37.6K stars
๐ Watchers: 159
๐ด Forks: 2.3K forks
๐ป Programming Languages: TypeScript - Go - JavaScript - SCSS - HTML - CSS
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.
๐ Repository URL: https://github.com/siyuan-note/siyuan
๐ Website: https://b3log.org/siyuan
๐ Readme: https://github.com/siyuan-note/siyuan#readme
๐ Statistics:
๐ Stars: 37.6K stars
๐ Watchers: 159
๐ด Forks: 2.3K forks
๐ป Programming Languages: TypeScript - Go - JavaScript - SCSS - HTML - CSS
๐ท๏ธ Related Topics:
#electron #markdown #pdf #ocr #s3 #webdav #self_hosted #openai #note_taking #evernote #anki #knowledge_base #obsidian #notion #notes_app #local_first #chatgpt #ollama #deepseek
==================================
๐ง By: https://t.me/DataScienceM
๐ฅ Trending Repository: LaTeX-OCR
๐ Description: pix2tex: Using a ViT to convert images of equations into LaTeX code.
๐ Repository URL: https://github.com/lukas-blecher/LaTeX-OCR
๐ Website: https://lukas-blecher.github.io/LaTeX-OCR/
๐ Readme: https://github.com/lukas-blecher/LaTeX-OCR#readme
๐ Statistics:
๐ Stars: 15.4K stars
๐ Watchers: 85
๐ด Forks: 1.2K forks
๐ป Programming Languages: Python - JavaScript - Jupyter Notebook
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: pix2tex: Using a ViT to convert images of equations into LaTeX code.
๐ Repository URL: https://github.com/lukas-blecher/LaTeX-OCR
๐ Website: https://lukas-blecher.github.io/LaTeX-OCR/
๐ Readme: https://github.com/lukas-blecher/LaTeX-OCR#readme
๐ Statistics:
๐ Stars: 15.4K stars
๐ Watchers: 85
๐ด Forks: 1.2K forks
๐ป Programming Languages: Python - JavaScript - Jupyter Notebook
๐ท๏ธ Related Topics:
#python #machine_learning #ocr #latex #deep_learning #image_processing #pytorch #dataset #transformer #vit #image2text #im2text #im2latex #im2markup #math_ocr #vision_transformer #latex_ocr
==================================
๐ง By: https://t.me/DataScienceM
๐ฅ Trending Repository: MinerU
๐ Description: Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
๐ Repository URL: https://github.com/opendatalab/MinerU
๐ Website: https://opendatalab.github.io/MinerU/
๐ Readme: https://github.com/opendatalab/MinerU#readme
๐ Statistics:
๐ Stars: 45.7K stars
๐ Watchers: 183
๐ด Forks: 3.8K forks
๐ป Programming Languages: Python - Dockerfile
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
๐ Repository URL: https://github.com/opendatalab/MinerU
๐ Website: https://opendatalab.github.io/MinerU/
๐ Readme: https://github.com/opendatalab/MinerU#readme
๐ Statistics:
๐ Stars: 45.7K stars
๐ Watchers: 183
๐ด Forks: 3.8K forks
๐ป Programming Languages: Python - Dockerfile
๐ท๏ธ Related Topics:
#python #pdf #parser #ocr #pdf_converter #extract_data #document_analysis #pdf_parser #layout_analysis #ai4science #pdf_extractor_rag #pdf_extractor_llm #pdf_extractor_pretrain
==================================
๐ง By: https://t.me/DataScienceM
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๐ฅ Trending Repository: ruvector
๐ Description: RuVector is a high performance vector and graph database built in Rust for AI, agentic systems, and real time analytics. It combines HNSW search, dynamic minimum cut coherence, graph intelligence, and self learning memory into one unified engine for scalable, low latency reasoning and structured retrieval.
๐ Repository URL: https://github.com/ruvnet/ruvector
๐ Website: https://ruv.io
๐ Readme: https://github.com/ruvnet/ruvector#readme
๐ Statistics:
๐ Stars: 498 stars
๐ Watchers: 14
๐ด Forks: 115 forks
๐ป Programming Languages: Rust - TypeScript - JavaScript - Shell - Metal - PLpgSQL
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: RuVector is a high performance vector and graph database built in Rust for AI, agentic systems, and real time analytics. It combines HNSW search, dynamic minimum cut coherence, graph intelligence, and self learning memory into one unified engine for scalable, low latency reasoning and structured retrieval.
๐ Repository URL: https://github.com/ruvnet/ruvector
๐ Website: https://ruv.io
๐ Readme: https://github.com/ruvnet/ruvector#readme
๐ Statistics:
๐ Stars: 498 stars
๐ Watchers: 14
๐ด Forks: 115 forks
๐ป Programming Languages: Rust - TypeScript - JavaScript - Shell - Metal - PLpgSQL
๐ท๏ธ Related Topics:
#rust #ocr #ai #neo4j #graph #vector #mincut #wasm #low_latency #attention_mechanism #onnx #gnns #graph_neural_networks #gnn #gnn_model #llm_inference #ai_ocr
==================================
๐ง By: https://t.me/DataScienceM
๐ฅ Trending Repository: opendataloader-pdf
๐ Description: PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
๐ Repository URL: https://github.com/opendataloader-project/opendataloader-pdf
๐ Website: https://opendataloader.org
๐ Readme: https://github.com/opendataloader-project/opendataloader-pdf#readme
๐ Statistics:
๐ Stars: 4.7k
๐ Watchers: 18
๐ด Forks: 355
๐ป Programming Languages: Java - Python - MDX - JavaScript - TypeScript - Shell
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
๐ Repository URL: https://github.com/opendataloader-project/opendataloader-pdf
๐ Website: https://opendataloader.org
๐ Readme: https://github.com/opendataloader-project/opendataloader-pdf#readme
๐ Statistics:
๐ Stars: 4.7k
๐ Watchers: 18
๐ด Forks: 355
๐ป Programming Languages: Java - Python - MDX - JavaScript - TypeScript - Shell
๐ท๏ธ Related Topics:
#html #markdown #pdf #json #ocr #ai #accessibility #a11y #pdf_converter #tables #ocr_recognition #pdf_parser #rag #bounding_box #eaa #pdf_extraction #tagged_pdf #document_parsing #pdf_accessibility #pdf_ua
==================================
๐ง By: https://t.me/DataScienceM
โค2
๐ฅ Trending Repository: chandra
๐ Description: OCR model that handles complex tables, forms, handwriting with full layout.
๐ Repository URL: https://github.com/datalab-to/chandra
๐ Website: https://www.datalab.to
๐ Readme: https://github.com/datalab-to/chandra#readme
๐ Statistics:
๐ Stars: 5.7k
๐ Watchers: 50
๐ด Forks: 637
๐ป Programming Languages: Python - HTML
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: OCR model that handles complex tables, forms, handwriting with full layout.
๐ Repository URL: https://github.com/datalab-to/chandra
๐ Website: https://www.datalab.to
๐ Readme: https://github.com/datalab-to/chandra#readme
๐ Statistics:
๐ Stars: 5.7k
๐ Watchers: 50
๐ด Forks: 637
๐ป Programming Languages: Python - HTML
๐ท๏ธ Related Topics:
#ocr #ai
==================================
๐ง By: https://t.me/DataScienceM
๐ฅ Trending Repository: GLM-OCR
๐ Description: GLM-OCR: Accurate ร Fast ร Comprehensive
๐ Repository URL: https://github.com/zai-org/GLM-OCR
๐ Readme: https://github.com/zai-org/GLM-OCR#readme
๐ Statistics:
๐ Stars: 5.1k
๐ Watchers: 21
๐ด Forks: 449
๐ป Programming Languages: Python - TypeScript - CSS
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: GLM-OCR: Accurate ร Fast ร Comprehensive
๐ Repository URL: https://github.com/zai-org/GLM-OCR
๐ Readme: https://github.com/zai-org/GLM-OCR#readme
๐ Statistics:
๐ Stars: 5.1k
๐ Watchers: 21
๐ด Forks: 449
๐ป Programming Languages: Python - TypeScript - CSS
๐ท๏ธ Related Topics:
#ocr #glm #image2text
==================================
๐ง By: https://t.me/DataScienceM
โค2
๐ฅ Trending Repository: ShareX
๐ Description: ShareX is a free and open-source application that enables users to capture or record any area of their screen with a single keystroke. It also supports uploading images, text, and various file types to a wide range of destinations.
๐ Repository URL: https://github.com/ShareX/ShareX
๐ Website: https://getsharex.com
๐ Readme: https://github.com/ShareX/ShareX#readme
๐ Statistics:
๐ Stars: 36.5k
๐ Watchers: 539
๐ด Forks: 3.7k
๐ป Programming Languages: C# - HTML
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.me/DataScienceM
๐ Description: ShareX is a free and open-source application that enables users to capture or record any area of their screen with a single keystroke. It also supports uploading images, text, and various file types to a wide range of destinations.
๐ Repository URL: https://github.com/ShareX/ShareX
๐ Website: https://getsharex.com
๐ Readme: https://github.com/ShareX/ShareX#readme
๐ Statistics:
๐ Stars: 36.5k
๐ Watchers: 539
๐ด Forks: 3.7k
๐ป Programming Languages: C# - HTML
๐ท๏ธ Related Topics:
#productivity #screenshot #share #ocr #csharp #image_annotation #dropbox #color_picker #ftp #file_upload #file_sharing #url_shortener #screen_recorder #gif #avalonia #capture #screen_capture #region_capture #gif_recorder #sharex
==================================
๐ง By: https://t.me/DataScienceM
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