Python convolutional-neural-networks

Open-source Python projects categorized as convolutional-neural-networks

Top 23 Python convolutional-neural-network Projects

convolutional-neural-networks
  1. fashion-mnist

    A MNIST-like fashion product database. Benchmark :point_down:

    Project mention: FashionMNIST in PyTorch | dev.to | 2024-12-08

    You can manually download and extract the dataset(t10k-images-idx3-ubyte.gz, t10k-labels-idx1-ubyte.gz, train-images-idx3-ubyte.gz and train-labels-idx1-ubyte.gz) from here to data/FashionMNIST/raw/.

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. Pytorch-UNet

    PyTorch implementation of the U-Net for image semantic segmentation with high quality images

  4. darkflow

    Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

  5. Efficient-AI-Backbones

    Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

  6. Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

    A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

  7. dl-4-tsc

    Deep Learning for Time Series Classification

  8. cnnimageretrieval-pytorch

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

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  10. 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)

  11. head-pose-estimation

    Realtime human head pose estimation with ONNXRuntime and OpenCV.

  12. SincNet

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

  13. PixelLib

    Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

  14. NeuRec

    Next RecSys Library

  15. Youtube-Code-Repository

    Repository for most of the code from my YouTube channel

  16. sudoku

    Can Neural Networks Crack Sudoku?

  17. BCDU-Net

    BCDU-Net : Medical Image Segmentation

  18. Sign-Language-Interpreter-using-Deep-Learning

    A sign language interpreter using live video feed from the camera.

  19. hardnet

    Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

  20. torch-conv-kan

    This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels, ResNet-like and DenseNet-like models, training code based on accelerate/PyTorch, as well as scripts for experiments with CIFAR-10 and Tiny ImageNet.

    Project mention: Convolutional Kolmogorov-Arnold Networks | news.ycombinator.com | 2024-05-31
  21. Lifting-from-the-Deep-release

    Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

  22. Mask-RCNN-TF2

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

  23. assembled-cnn

    Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

  24. cnn-from-scratch

    A Convolutional Neural Network implemented from scratch (using only numpy) in Python. (by vzhou842)

    Project mention: CNN-from-Scratch VS cnn-from-scratch - a user suggested alternative | libhunt.com/r/CNN-from-Scratch | 2024-07-19

    This one is longer & complex but cleaner

  25. traiNNer

    traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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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Python convolutional-neural-networks related posts

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  • A note from our sponsor - InfluxDB
    www.influxdata.com | 15 May 2025
    InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →

Index

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

# Project Stars
1 fashion-mnist 12,163
2 Pytorch-UNet 10,098
3 darkflow 6,146
4 Efficient-AI-Backbones 4,209
5 Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials 3,860
6 dl-4-tsc 1,600
7 cnnimageretrieval-pytorch 1,468
8 SparK 1,337
9 head-pose-estimation 1,289
10 SincNet 1,171
11 PixelLib 1,068
12 NeuRec 1,054
13 Youtube-Code-Repository 908
14 sudoku 843
15 BCDU-Net 741
16 Sign-Language-Interpreter-using-Deep-Learning 636
17 hardnet 523
18 torch-conv-kan 490
19 Lifting-from-the-Deep-release 450
20 Mask-RCNN-TF2 338
21 assembled-cnn 327
22 cnn-from-scratch 320
23 traiNNer 300

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