Data Science Jupyter Notebooks
8.37K subscribers
81 photos
22 videos
9 files
196 links
Explore the world of Data Science through Jupyter Notebooks—insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post.
加入频道
🚀 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. 🚗💡

🎯 Key Highlights:
YOLOv11 + GPT-4o-mini = High-precision number plate recognition
Real-time video processing in Google Colab
Smart prompt engineering for enhanced OCR performance

📢 A must-watch if you're into computer vision, deep learning, or OpenAI integrations!


🔗 Colab Notebook
▶️ Watch on YouTube


#YOLOv11 #GPT4o #OpenAI #ANPR #OCR #ComputerVision #DeepLearning #AI #DataScience #Python #Ultralytics #MachineLearning #Colab #NumberPlateRecognition

🔍 By : https://yangx.top/DataScienceN
👍21🔥1
📚 JaidedAI/EasyOCR — an open-source Python library for Optical Character Recognition (OCR) that's easy to use and supports over 80 languages out of the box.

### 🔍 Key Features:

🔸 Extracts text from images and scanned documents — including handwritten notes and unusual fonts
🔸 Supports a wide range of languages like English, Russian, Chinese, Arabic, and more
🔸 Built on PyTorch — uses modern deep learning models (not the old-school Tesseract)
🔸 Simple to integrate into your Python projects

### Example Usage:

import easyocr

reader = easyocr.Reader(['en', 'ru']) # Choose supported languages
result = reader.readtext('image.png')


### 📌 Ideal For:

Text extraction from photos, scans, and documents
Embedding OCR capabilities in apps (e.g. automated data entry)

🔗 GitHub: https://github.com/JaidedAI/EasyOCR

👉 Follow us for more: @DataScienceN

#Python #OCR #MachineLearning #ComputerVision #EasyOCR
2🔥1
🔥 Trending Repository: awesome-deep-text-detection-recognition

📝 Description: A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

🔗 Repository URL: https://github.com/hwalsuklee/awesome-deep-text-detection-recognition

📖 Readme: https://github.com/hwalsuklee/awesome-deep-text-detection-recognition#readme

📊 Statistics:
🌟 Stars: 2.5K stars
👀 Watchers: 148
🍴 Forks: 508 forks

💻 Programming Languages: Not available

🏷️ 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


==================================
🧠 By: https://yangx.top/DataScienceN
1