An implementation of CRNN (CNN+LSTM+warpCTC) on MxNet for chinese text recognition
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Feb 11, 2023 - Python
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cnn-lstm-ctc
Here are 8 public repositories matching this topic...
Forked from weinman/cnn_lstm_ctc_ocr for the ICPR MTWI 2018 challenge 1
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Jun 21, 2018 - Python
License plate recognition . Model training and conversion to tflite
opencv deep-learning conversion plate-recognition resnet-50 hough-lines tensorflow-lite tflite cnn-lstm-ctc number-plate-recognition licence-plates-recognition tflite-models russian-plate-recognition
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Mar 11, 2021 - Jupyter Notebook
A simplified version of line text recognition problem, a character recognizer.
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Aug 16, 2020 - Jupyter Notebook
Deep learning framework for network intrusion detection using CNN, RNN (LSTM), and Hybrid architectures on CIC-IDS2017.
deep-learning tensorflow cybersecurity intrusion-detection cnn-lstm cnn-lstm-ctc cnn-lstm-models cnn-lstm-mlp cnn-lstm-hybrid-archiecture cic-ids2017
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Aug 27, 2026 - Python
This project is a handcrafted end-to-end Optical Character Recognition (OCR) pipeline built to transcribe my handwritten journal entries into digital text—using PyTorch, Faster R-CNN, AWS Lambda, and iOS Shortcuts. It's a personal and technical showcase of deep learning, MLOps, and full-stack AI deployment. Includes in-depth technical report.
docker ocr aws-lambda api-gateway pytorch faster-rcnn transfer-learning optical-character-recognition ecr textblob fine-tuning bilstm mean-average-precision cnn-lstm-ctc ios-shortcuts vgg-image-annotator fastapi inference-pipeline albumentations auto-annotation
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Jun 1, 2025 - Jupyter Notebook
Tensorflow implementation of OCR (Extracting words from images of the text) using CNNs and BiLSTMs.
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Apr 29, 2022 - Jupyter Notebook
Detect network intrusions with deep learning using CNN, LSTM, and hybrid models on CIC-IDS2017 data.
deep-learning tensorflow cybersecurity intrusion-detection cnn-lstm cnn-lstm-ctc cnn-lstm-models cnn-lstm-mlp cnn-lstm-hybrid-archiecture cic-ids2017
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Sep 8, 2026 - Python
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