Top 23 Python convolutional-neural-network Projects

• fashion-mnist

  15 11,439 0.0 Python

  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

  2 8,522 3.9 Python

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

• Scout Monitoring

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• darkflow

  2 6,132 0.0 Python

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

• image-super-resolution

  19 4,526 0.0 Python

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

  

• Efficient-AI-Backbones

  3 3,862 5.8 Python

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

  

• Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

  1 3,667 1.0 Python

  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

  1 2,965 0.0 Python

  PyTorch implementation of Super SloMo by Jiang et al.

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• image-quality-assessment

  2 2,015 0.0 Python

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

  

• dl-4-tsc

  5 1,447 1.9 Python

  Deep Learning for Time Series Classification

• SparK

  3 1,392 7.3 Python

  [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

  1 1,403 0.0 Python

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

• head-pose-estimation

  1 1,163 4.6 Python

  Realtime human head pose estimation with ONNXRuntime and OpenCV.

• SincNet

  3 1,097 0.0 Python

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

• NeuRec

  2 1,031 0.0 Python

  Next RecSys Library

• PixelLib

  3 1,019 0.0 Python

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

• Youtube-Code-Repository

  5 847 1.6 Python

  Repository for most of the code from my YouTube channel

• sudoku

  2 822 0.0 Python

  Can Neural Networks Crack Sudoku?

• BCDU-Net

  1 676 0.0 Python

  BCDU-Net : Medical Image Segmentation

• hardnet

  1 507 0.0 Python

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

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

  1 476 0.0 Python

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

• Lifting-from-the-Deep-release

  2 448 0.0 Python

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

• assembled-cnn

  1 330 0.0 Python

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

  

• Mask-RCNN-TF2

  1 299 1.3 Python

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

• SaaSHub

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

  

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• [R] [ICLR'2023 Spotlight🌟]: The first BERT-style pretraining on CNNs!

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• Sharpened Cosine Distance as an Alternative for Convolutions

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