Python convolutional-neural-networks

Open-source Python projects categorized as convolutional-neural-networks
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Topics: #Deep Learning #Tensorflow #Pytorch #Machine Learning #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: The Paradigm Shift Towards Multimodal AI Jina AI MLOps for Multimodal AI Neural Search and Creative AI | dev.to | 2022-12-05

    Compared to NLP, I came to the field of computer vision (CV) pretty late. While at Zalando in 2017, I published a paper on the Fashion-MNIST dataset. This dataset is a drop-in replacement of Yann LeCun's original MNIST dataset from 1990 (a set of simple handwritten digits for benchmarking computer vision algorithms.) The original MNIST dataset was too trivial for many algorithms – shallow learning algorithms such as logistic regression, decision trees, and support vector machines could easily hit 90% accuracy, leaving little room for deep learning algorithms to shine.

  • Pytorch-UNet

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

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • darkflow

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

    Project mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | reddit.com/r/selfhosted | 2023-03-30

    https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow

  • image-super-resolution

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

    Project mention: A tech worker is selling a children's book he made using AI. Professional illustrators are pissed. | reddit.com/r/books | 2022-12-15

  • 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.

    Project mention: Cool Github repositories for Everyone | dev.to | 2022-12-29

  • Efficient-AI-Backbones

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

    Project mention: Researchers From China Introduce Vision GNN (ViG): A Graph Neural Network For Computer Vision Systems | reddit.com/r/machinelearningnews | 2022-06-08

    Continue reading | Check out the paper, github

  • Super-SloMo

    PyTorch implementation of Super SloMo by Jiang et al.

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • image-quality-assessment

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

    Project mention: And so it begins: AI(Midjourney) wins art competition without anyone realising. | reddit.com/r/singularity | 2022-08-31

    It's an ongoing research area, but here's a Google model that assigns images ratings based on how good they look. It's pretty good, and it's from 2019 so not even close to state of the art. Paired with Stable Diffusion, it could indeed curate itself. I might have to try that actually.

  • 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? | reddit.com/r/MachineLearning | 2022-07-22

    https://github.com/filipradenovic/cnnimageretrieval-pytorch is still probably the best one that is public.

  • SincNet

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

    Project mention: Does this SincNet (neural architecture) contain a discriminator? | reddit.com/r/learnmachinelearning | 2022-12-30

  • head-pose-estimation

    Head pose estimation by TensorFlow and OpenCV

    Project mention: [HELP] Head Pose Estimation project | reddit.com/r/tasker | 2022-04-26

    A Linux library for this which uses Python, TenorFlow and Numpy is available: Yinguobing Library

  • NeuRec

    Next RecSys Library

  • PixelLib

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

    Project mention: YOLOv6: Redefine state-of-the-art for object detection | news.ycombinator.com | 2022-06-29

  • 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)

    Project mention: [R] [ICLR'2023 Spotlight🌟]: The first BERT-style pretraining on CNNs! | reddit.com/r/MachineLearning | 2023-01-22

    For more details on SparK, please see our paper and code&demo, or shoot us questions!

  • sudoku

    Can Neural Networks Crack Sudoku?

    Project mention: Amber Heards own audio recordings show her not letting Johnny Depp leave and emotionally blackmail mailing him | reddit.com/r/videos | 2022-04-26

    infographic for the curious

  • Youtube-Code-Repository

    Repository for most of the code from my YouTube channel

  • BCDU-Net

    BCDU-Net : Medical Image Segmentation

  • hardnet

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

    Project mention: Can't find images? | reddit.com/r/StableDiffusion | 2022-09-06

    Downloading: "https://github.com/DagnyT/hardnet/raw/master/pretrained/train_liberty_with_aug/checkpoint_liberty_with_aug.pth" to /home/showjdgb/.cache/torch/hub/checkpoints/checkpoint_liberty_with_aug.pth

  • Lifting-from-the-Deep-release

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

    Project mention: Auto tagging Images ( particularly for p0rn ) scene-wise | reddit.com/r/deeplearning | 2022-10-01

    Found relevant code at https://github.com/DenisTome/Lifting-from-the-Deep-release + all code implementations here

  • assembled-cnn

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

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

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

    Project mention: AI tool to convert ASL(American Sign language) into English. | reddit.com/r/awesome | 2023-03-02

    While I could not find that one exactly, I did find this

  • DeepForSpeed

    ConvNet learns to play Need For Speed

  • 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). The latest post mention was on 2023-03-30.

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 10,683
2 Pytorch-UNet 6,585
3 darkflow 6,084
4 image-super-resolution 4,010
5 Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials 3,374
6 Efficient-AI-Backbones 3,170
7 Super-SloMo 2,875
8 image-quality-assessment 1,768
9 cnnimageretrieval-pytorch 1,294
10 SincNet 997
11 head-pose-estimation 988
12 NeuRec 983
13 PixelLib 922
14 SparK 898
15 sudoku 789
16 Youtube-Code-Repository 687
17 BCDU-Net 565
18 hardnet 467
19 Lifting-from-the-Deep-release 443
20 assembled-cnn 330
21 Sign-Language-Interpreter-using-Deep-Learning 308
22 DeepForSpeed 241
23 Mask-RCNN-TF2 240

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