Text detection with Python | Tesseract vs Easyocr vs AWS Textract | What is the best OCR?

Code: github.com/computervisioneng/...
Data: / python-ocr-text-96726169
🎬 Timestamps ⏱️
0:00 Intro
0:22 Start
1:12 Data
4:53 How to download the data
6:55 Execute notebook
9:42 Tesseract
14:34 EasyOCR
19:08 AWS Textract
27:03 Similarity metric
30:47 Compare performances
41:34 Outro
🌍 Community 👥
Join our Discord server: / discord
Support me on Patreon: / computervisionengineer
#python #computervision #textdetection #tesseract #easyocr #aws

[@ComputerVisionEngineer]

Try my premium courses! 😃🙌😊 ● End-To-End Computer Vision: Build and Deploy a Video Summarization API bit.ly/3tyQX0M ● Hands-On Computer Vision in the Cloud: Building an AWS-based Real Time Number Plate Recognition System bit.ly/3RXrE1Y ● Machine Learning Entrepreneur: How to start your entrepreneurial journey as a freelancer and content creator bit.ly/4bFLeaC All my premium courses are available to the Computer Vision Experts in my Patreon. 😉 www.patreon.com/ComputerVisionEngineer

[@hugoleyva1741]

I'll be waiting for that video tysm 😌

[@Matheus-kk9qh]

Hello sir, thanks for another video, what do you think about mmocr? And how do you keep informed about new technologies, models, architectures and so on, in Computer Vision field ?

[@bauyrzhan8652]

Hello. Thank you for your tutorials. What is best OCR module for the licence plates recognition for all types of plates (not like your previous video Yolov8, where you had function license_complies_format )? The car stops before a barrier opens and so that the plates is recorded at rest.

[@ComputerVisionEngineer]

Easyocr and AWS textract are good options. You may need to pre process the image in order to improve your results. 🙌

[@Intellectualmind4]

Keep it up 🎉🎉🎉🎉

[@ComputerVisionEngineer]

😃🙌

[@litziadrianacruz7583]

Hi! Thanks for the video. What do you think of MaskOCR?

[@ComputerVisionEngineer]

Haven't had the time to get involved with MaskOCR, I will try to take a look at it. 🙌

[@rohanshah8129]

Thanks for this informative video!!! How about video 2 video project? Convert an video into Anime style video???? :D

[@ComputerVisionEngineer]

Video style transfer sounds like a cool idea for a future video! I will try to do it. 🙌

[@undertaker199411]

Thanks for the vid.. 🙂 But you should not show your AWS access_key and secret_access_key in an KZbin Video, it may be dangerous

[@ComputerVisionEngineer]

Glad you enjoyed it! No problem, I deleted the access keys after making the video. 🙌

[@user-hp5un2br3p]

data set are not available on petron. and there is lot person like who doesn't have credit card or ability to pay you. you are making great video but limited for people. I am leaving your channel

[@ComputerVisionEngineer]

I appreciate your feedback. Creating content involves significant time and effort, and sharing additional content with my Patreons helps sustain this creative endeavor. Regarding the dataset you are referring to, it is also possible to create it yourself by downloading images from pexels and then manually annotating them. 🙌