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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/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.iss.one/DataScienceM
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