Python convolutional-neural-networks

Open-source Python projects categorized as convolutional-neural-networks
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Topics: Deep Learning Pytorch Machine Learning Tensorflow Computer Vision
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Top 23 Python convolutional-neural-network Projects

  • fashion-mnist

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

    • Project mention: Logistic Regression for Image Classification Using OpenCV | news.ycombinator.com | 2023-12-31

    In this case there's no advantage to using logistic regression on an image other than the novelty. Logistic regression is excellent for feature explainability, but you can't explain anything from an image.

    Traditional classification algorithms but not deep learning such as SVMs and Random Forest perform a lot better on MNIST, up to 97% accuracy compared to the 88% from logistic regression in this post. Check the Original MNIST benchmarks here: http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/#

  • Pytorch-UNet

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

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  • darkflow

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

  • image-super-resolution

    🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

  • Efficient-AI-Backbones

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

  • 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.

  • Super-SloMo

    PyTorch implementation of Super SloMo by Jiang et al.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • image-quality-assessment

    Convolutional Neural Networks to predict the aesthetic and technical quality of images.

  • dl-4-tsc

    Deep Learning for Time Series Classification

  • 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)

  • cnnimageretrieval-pytorch

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

  • head-pose-estimation

    Realtime human head pose estimation with ONNXRuntime and OpenCV.

  • SincNet

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

  • NeuRec

    Next RecSys Library

  • PixelLib

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

  • Youtube-Code-Repository

    Repository for most of the code from my YouTube channel

    • Project mention: Overall loss in PPO, why does it matter? | /r/reinforcementlearning | 2023-04-28

    In Phil tabor's implementation it calculates Actor and Critic loss separately (line 95+) and does not calculate equation 9.

  • sudoku

    Can Neural Networks Crack Sudoku?

  • BCDU-Net

    BCDU-Net : Medical Image Segmentation

  • hardnet

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

  • Sign-Language-Interpreter-using-Deep-Learning

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

  • Lifting-from-the-Deep-release

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

  • assembled-cnn

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

  • Mask-RCNN-TF2

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

  • SaaSHub

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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).

Python convolutional-neural-networks related posts

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 11,439
2 Pytorch-UNet 8,358
3 darkflow 6,131
4 image-super-resolution 4,493
5 Efficient-AI-Backbones 3,783
6 Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials 3,638
7 Super-SloMo 2,965
8 image-quality-assessment 2,000
9 dl-4-tsc 1,447
10 SparK 1,387
11 cnnimageretrieval-pytorch 1,375
12 head-pose-estimation 1,149
13 SincNet 1,097
14 NeuRec 1,031
15 PixelLib 1,013
16 Youtube-Code-Repository 833
17 sudoku 819
18 BCDU-Net 647
19 hardnet 503
20 Sign-Language-Interpreter-using-Deep-Learning 461
21 Lifting-from-the-Deep-release 448
22 assembled-cnn 330
23 Mask-RCNN-TF2 299

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