Jupyter Notebook convolutional-neural-networks

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

  • Anime4K

    A High-Quality Real Time Upscaler for Anime Video

    • Project mention: AI Made These Movies Sharper. Critics Say It Ruined Them. | news.ycombinator.com | 2024-04-15

    I watch AI enhanced movies and/or shows every day when I use Anime4K, a real-time ML upscaler for anime https://github.com/bloc97/Anime4K

    If you give shit-tier blurry DVD messes, it turns them into nicer blurry messes.

    If you give it the usual bitrate starved streaming quality show, it looks almost as nice as a blueray.

    If you give it a blueray... It basically comes out looking exactly the same. I'll usually still add its "darken lines" filter since I'm a fan of strong linework.

  • t81_558_deep_learning

    T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

  • InfluxDB

    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.

    InfluxDB logo

  • coursera-deep-learning-specialization

    Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

    • Project mention: coursera-deep-learning-specialization: NEW Courses - star count:2327.0 | /r/algoprojects | 2023-11-21

  • saliency

    Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

    • Project mention: [D] Is the math in Integrated gradients (4K citations) wrong? | /r/MachineLearning | 2023-05-05

    Found relevant code at https://github.com/PAIR-code/saliency + all code implementations here

  • pytorch-image-classification

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

  • course-content-dl

    NMA deep learning course

  • Food-Recipe-CNN

    food image to recipe with deep convolutional neural networks.

  • 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.

    WorkOS logo

  • tensorflow_Realtime_Multi-Person_Pose_Estimation

    Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

  • EfficientWord-Net

    OneShot Learning-based hotword detection.

  • gan-vae-pretrained-pytorch

    Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

  • sign2text

    Real-time AI-powered translation of American Sign Language fingerspelling (sign to text)

  • GTSRB

    Convolutional Neural Network for German Traffic Sign Recognition Benchmark

  • Deep-Learning-Computer-Vision

    My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition) and Michigan’s EECS 498-007/598-005 (Deep Learning for Computer Vision), version 2020.

  • NoCodeSeg

    🔬 Code-free deep segmentation for computational pathology

  • cs231n

    Note and Assignments for CS231n: Convolutional Neural Networks for Visual Recognition (by mirzaim)

  • TensorFlow2.0_Notebooks

    Implementation of a series of Neural Network architectures in TensorFow 2.0

  • 10-days-of-grad

    Neural Networks and Deep Learning

  • CNN-Filter-DB

    A database of over 1.4 billion 3x3 convolution filters extracted from hundreds of diverse CNN models with relevant meta information (CVPR 2022 ORAL)

    • Project mention: CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters (CVPR 2022 Oral) | /r/LearningMachines | 2023-07-08

    Repo & dataset: https://github.com/paulgavrikov/CNN-Filter-DB

  • Handwritten-Optical-Character-Recognition

    Responsive web app that can recognize handwritten characters drawn on canvas and perform arithmetic calculation.

  • Emotion_Detection_CNN_keras

    Train and test our algorithm using Convolution Neural Networks and classify emotions in real-time.

  • YPDL-Identify-Handwritten-Digits-using-CNN-with-TensorFlow

    Identify Handwritten Digits using CNN with TensorFlow

  • One-Piece-Image-Classifier

    A quick image classifier trained with manually selected One Piece images.

  • NLP-CNN-Subreddit-Sorter-Heroku-App

    End-to-end development of an application using a convolutional neural network that suggests to users/moderators which technical subreddit a post actually belongs to. Novel method to determine # of CNN filters. Custom Word2vec embeddings. The subreddits chosen are all technical and similar, and benefit users/moderators interested in data science and related fields. (Exploratory data analysis, feature engineering, custom word2vec embeddings, convolutional neural network, deployment via flask to

  • SaaSHub

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

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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 2024-04-15.

Jupyter Notebook convolutional-neural-networks related posts

Index

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

Project Stars
1 Anime4K 17,723
2 t81_558_deep_learning 5,661
3 coursera-deep-learning-specialization 2,661
4 saliency 927
5 pytorch-image-classification 899
6 course-content-dl 708
7 Food-Recipe-CNN 560
8 tensorflow_Realtime_Multi-Person_Pose_Estimation 212
9 EfficientWord-Net 206
10 gan-vae-pretrained-pytorch 162
11 sign2text 148
12 GTSRB 108
13 Deep-Learning-Computer-Vision 106
14 NoCodeSeg 44
15 cs231n 42
16 TensorFlow2.0_Notebooks 37
17 10-days-of-grad 30
18 CNN-Filter-DB 28
19 Handwritten-Optical-Character-Recognition 14
20 Emotion_Detection_CNN_keras 13
21 YPDL-Identify-Handwritten-Digits-using-CNN-with-TensorFlow 4
22 One-Piece-Image-Classifier 2
23 NLP-CNN-Subreddit-Sorter-Heroku-App 1

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