Open-source projects categorized as Cnn Edit details
Language filter: + Python + Jupyter Notebook + C++

Top 23 Cnn Open-Source Projects

  • EasyOCR

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

    Project mention: Experience with OCR models | | 2022-08-23

    EasyOCR did a great job for my application. No training involved.

  • Anime4K

    A High-Quality Real Time Upscaler for Anime Video

    Project mention: Encode video with shaders to file | | 2022-09-28

    I'm trying to encode video, apply shaders ( and save output to file.


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  • libfacedetection

    An open source library for face detection in images. The face detection speed can reach 1000FPS.

    Project mention: What would be the best performing face recognition model/architecture? | | 2021-12-31

    There is a good repo for face detection:

  • lama

    🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

    Project mention: Research Topics for Master/PHD | | 2022-03-24

    I have some interest in image inpainting, but the recent paper introduced by Samsung - seems like it reached a stage where there isn't much room that we can add for novelty. I am quite interested but not confident if I can come up with a novel idea that can do better than the proposed model, especially if they trained the model on multiple GPUs for days, which is something that I don't have.

  • pytorch-sentiment-analysis

    Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

    Project mention: Ich habe einen Bot gebastelt für Ovalwichs | | 2022-03-25


  • srgan

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

    Project mention: Does anyone know how to zoom in on a photo and make a small part of the detail clearer? Everything I’ve tried just makes it blurry? | | 2022-06-15
  • Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

    Tools to Design or Visualize Architecture of Neural Network

    Project mention: How can we visualise convolution operations like below? Generally is there any tool to create custom visualisation for matrix operations? | | 2021-11-23
  • Scout APM

    Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.

  • AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    Project mention: Artificial Intelligence for Beginners course | | 2022-08-23
  • tsai

    Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

    Project mention: [P] Deep Learning for time series forecasting (neuralforecast, python package) | | 2022-02-07

    how about tsai?

  • awesome-speech-recognition-speech-synthesis-papers

    Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

  • 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.

    Project mention: Speech and Language Processing (3rd ed. draft) | | 2021-10-17

    They still talk about Hidden Markov Models (HMMs) in quite a bit of detail in the sequence labelling chapter, but you are quite right, Conditional Random Fields (CRFs) and especially neural network based CRFs are in the top rankings when it comes to named entity recognition (NER) and part-of-speech tagging (POS), e.g. see

  • CodeSearchNet

    Datasets, tools, and benchmarks for representation learning of code.

  • Anime4KCPP

    A high performance anime upscaler

    Project mention: Macroblocks-Compression artifact shader for mpv ? | | 2022-05-09

    After doing some research i'm probably going to use this shader: found in this reddit thread: source

  • dl-colab-notebooks

    Try out deep learning models online on Google Colab (by tugstugi)

  • Ultra-Fast-Lane-Detection

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

    Project mention: Lane Assist system I've been working on over the past few days. | | 2022-04-23

    The way this works is that great minds made a paper about lane detection.

  • eda_nlp

    Data augmentation for NLP, presented at EMNLP 2019

    Project mention: Getting Identical Results with Different Models | | 2022-03-17

    Code for found:

  • cnnimageretrieval-pytorch

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

    Project mention: [R] Any Content Based Image Retrieval Pretrained Models? | | 2022-07-22 is still probably the best one that is public.

  • SincNet

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

    Project mention: [R][P] Announcing audax, a audio ML/DL framework in Jax | | 2022-02-25

    Code for found:

  • pytorch-AdaIN

    Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

    Project mention: [P] Can't finish my master's thesis. What to do? | | 2022-01-19

    Thanks for the comment. I am using the 3d views directly. I tried to use some form of style transfer ( from real to synth data, but the result was'nt that appealing, so I moved on. I guess that it could be due to the fact that generally the real data that I have has low resolution (120x40 tipically). I ll have a check on the model that you suggested though, seems interesting.

  • pytorch-image-classification

    Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

    Project mention: neural networks project | | 2022-03-29 You can find plethora of options like the one above that I have sent, just google it, After mnist usually people go for image classification for differentiating between cats and dogs

  • How-to-learn-Deep-Learning

    A top-down, practical guide to learn AI, Deep learning and Machine Learning.

    Project mention: What does it mean to self-learn ML in 2022? | | 2022-06-07

    There's this free guide:

  • awesome-local-global-descriptor

    My personal note about local and global descriptor

  • awesome-colab-notebooks

    Collection of google colaboratory notebooks for fast and easy experiments

    Project mention: Collection of colaboratory notebooks for fast and easy ML experiments | | 2022-08-11
  • SonarLint

    Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.

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). The latest post mention was on 2022-09-28.

Cnn related posts


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

Project Stars
1 EasyOCR 15,929
2 Anime4K 15,300
3 libfacedetection 11,203
4 lama 4,363
5 pytorch-sentiment-analysis 3,615
6 srgan 2,824
7 Tools-to-Design-or-Visualize-Architecture-of-Neural-Network 2,792
8 AI-For-Beginners 2,723
9 tsai 2,433
10 awesome-speech-recognition-speech-synthesis-papers 2,354
11 NCRFpp 1,826
12 CodeSearchNet 1,696
13 Anime4KCPP 1,428
14 dl-colab-notebooks 1,421
15 Ultra-Fast-Lane-Detection 1,334
16 eda_nlp 1,296
17 cnnimageretrieval-pytorch 1,226
18 SincNet 935
19 pytorch-AdaIN 830
20 pytorch-image-classification 660
21 How-to-learn-Deep-Learning 604
22 awesome-local-global-descriptor 593
23 awesome-colab-notebooks 539
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