OCR TensorFlow and Python (95.55% accuracy) | Automatic scoring of handwritten test papers
Автор: Mrzaizai2k
Загружено: 2022-02-06
Просмотров: 25118
My 2nd channel (Mrzaizai2k - AI): / @mrzaizai2k-ai704
Extract handwritten information like name, and student ID and then recognize them with CRNN-CTC-Attention. Using lexicon search on the class list to help teachers on updating scores faster
This OCR project is coded with Tensorflow and Python
GitHub: https://github.com/mrzaizai2k/Automat...
TIMESTAMPS:
0:00 OCR TensorFlow and python (95.55% accuracy)
0:01: Reasons for Automatic scoring of handwritten test papers
1:27 Objectives
2:12 Text Detection
3:21 Text recognition with CRNN and CTC Loss
4:06 CTC loss function
5:59 Image Preprocessing
7:20 EAST and Scale Space Comparison
10:19 Model Architecture and Training
12:15 Evaluation on image dataset
19:36 Evaluation on video (95.55% accuracy)
21:22 IP webcam set up
23:36 Python coding
25:00 Testing Automatic scoring of handwritten test papers
#artificialintelligence #handwriting #tensorflow #python #computervision #ocr #cnn
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