Neerajj9/Text-Detection-using-Yolo-Algorithm-in-keras-tensorflow
Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.
This project helps pinpoint the exact locations of text within images, a crucial first step for any optical character recognition (OCR) system. You provide images containing text, and it outputs precise bounding box coordinates for each piece of text found. This is for developers building custom OCR solutions or integrating text detection into other applications.
152 stars. No commits in the last 6 months.
Use this if you need a flexible, from-scratch text detection component for scene text in images, especially if you want to understand or modify the underlying YOLO implementation.
Not ideal if you need a complete, out-of-the-box OCR solution that extracts and recognizes text, or if you prefer using existing high-level object detection APIs.
Stars
152
Forks
58
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Feb 02, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Neerajj9/Text-Detection-using-Yolo-Algorithm-in-keras-tensorflow"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
ultralytics/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
ultralytics/yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
mindspore-lab/mindyolo
A toolbox of yolo models and algorithms based on MindSpore
ultralytics/assets
Ultralytics assets
stephanecharette/DarkHelp
C++ wrapper library for Darknet