Python Cnn

Open-source Python projects categorized as Cnn
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Top 23 Python Cnn Projects

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  1. EasyOCR

    Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

    Project mention: EasyOCR2 with rust speed. 5X-10x faster than EasyOCR | news.ycombinator.com | 2025-12-28

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  3. HivisionIDPhotos

    ⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

  4. text-classification-cnn-rnn

    CNN-RNN中文文本分类，基于TensorFlow

  5. SRGAN

    Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

  6. Ultra-Fast-Lane-Detection

    Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

  7. NCRFpp

    NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

  8. eda_nlp

    Data augmentation for NLP, presented at EMNLP 2019

  9. awesome-colab-notebooks

    Collection of google colaboratory notebooks for fast and easy experiments

  10. cnnimageretrieval-pytorch

    CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

  11. SparK

    [ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling" (by keyu-tian)

  12. SincNet

    SincNet is a neural architecture for efficiently processing raw audio samples.

  13. Speech-enhancement

    Deep learning for audio denoising

  14. Fast-SRGAN

    A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

  15. Real-time-GesRec

    Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

  16. OMLT

    Represent trained machine learning models as Pyomo optimization formulations

  17. deepnet

    Deep learning library in plain Numpy. (by parasdahal)

  18. NewsAPI

    News API without any API KEY

  19. CNN-from-Scratch

    A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

  20. sentence-classification

    Sentence Classifications with Neural Networks

  21. explainable-cnn

    📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

  22. convolution-vision-transformers

    PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers

  23. Image-Forgery-Detection-CNN

    Image forgery detection using convolutional neural networks. Group 10's final project for TU Delft's course CS4180 Deep Learning 2019.

  24. tinysleepnet

    TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source Cnn projects in Python? This list will help you:

# Project Stars
1 EasyOCR 29,616
2 HivisionIDPhotos 21,168
3 text-classification-cnn-rnn 4,296
4 SRGAN 3,477
5 Ultra-Fast-Lane-Detection 2,041
6 NCRFpp 1,896
7 eda_nlp 1,652
8 awesome-colab-notebooks 1,641
9 cnnimageretrieval-pytorch 1,494
10 SparK 1,370
11 SincNet 1,239
12 Speech-enhancement 755
13 Fast-SRGAN 695
14 Real-time-GesRec 692
15 OMLT 342
16 deepnet 321
17 NewsAPI 302
18 CNN-from-Scratch 279
19 sentence-classification 237
20 explainable-cnn 234
21 convolution-vision-transformers 227
22 Image-Forgery-Detection-CNN 173
23 tinysleepnet 172

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