Jupyter Notebook deep-neural-networks

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

  • learnopencv

    Learn OpenCV : C++ and Python Examples

    • Project mention: YOLO-NAS Pose | /r/pytorch | 2023-11-16

    Deci's YOLO-NAS Pose: Redefining Pose Estimation! Elevating healthcare, sports, tech, and robotics with precision and speed. Github link and blog link down below! Repo: https://github.com/spmallick/learnopencv/tree/master/YOLO-NAS-Pose

  • lama

    🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

    • Project mention: Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible. | /r/StableDiffusion | 2023-07-03

    You could try to use ControlNet inpaint+lama locally, but results aren't as good in my experience. Or you could try local install of lama directly, but the setup process isn't very smooth.

  • 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

  • vosk-api

    Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

    • Project mention: VOSK Offline Speech Recognition API | news.ycombinator.com | 2024-04-13

  • docs

    TensorFlow documentation (by tensorflow)

  • tensorflow-deep-learning

    All course materials for the Zero to Mastery Deep Learning with TensorFlow course. (by mrdbourke)

  • notebooks

    Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

    • Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

    Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).

    We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.

    [1] https://github.com/roboflow/inference

    [2] https://github.com/roboflow/notebooks

    [3] https://inference.roboflow.com/foundation/about/

    [4] https://docs.roboflow.com/deploy/hosted-api

  • Andrew-NG-Notes

    This is Andrew NG Coursera Handwritten Notes.

  • 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

  • dl-colab-notebooks

    Try out deep learning models online on Google Colab (by tugstugi)

  • DenseDepth

    High Quality Monocular Depth Estimation via Transfer Learning

  • 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

  • stylegan-encoder

    StyleGAN Encoder - converts real images to latent space (by pbaylies)

  • sports

    Cool experiments at the intersection of Computer Vision and Sports ⚽🏃

  • stock-prediction-deep-neural-learning

    Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

    • Project mention: stock-prediction-deep-neural-learning: NEW Deep Learning And Reinforcement Learning - star count:352.0 | /r/algoprojects | 2023-08-28

  • fsdl-text-recognizer-2022-labs

    Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

    • Project mention: MLops Resources | /r/engineering_stuff | 2023-04-29

    full-stack-deep-learning

  • glasses

    High-quality Neural Networks for Computer Vision 😎

  • Deej-AI

    Create automatic playlists by using Deep Learning to *listen* to the music.

    • Project mention: Ask HN: Flac/MP3 listeners: How do you store/play your music? | news.ycombinator.com | 2023-06-05

    For automatic playlists that make at least some sense I used https://github.com/teticio/Deej-AI in the past, is not human-level good but the results are enjoyable.

  • conformal_classification

    Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

  • MachineLearning-QandAI-book

    Machine Learning Q and AI book

    • Project mention: Machine Learning and AI Beyond the Basics Book | news.ycombinator.com | 2024-04-16

  • MachineLearningWithPython

    Get started with Machine Learning with Python - An introduction with Python programming examples

  • 100DaysOfML

    100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

  • Deep_XF

    Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

    • Project mention: Deep_XF: NEW Data - star count:100.0 | /r/algoprojects | 2023-07-18

  • GTSRB

    Convolutional Neural Network for German Traffic Sign Recognition Benchmark

  • deepfake-detection

    DeepFake Detection: Detect the video is fake or not using InceptionResNetV2. (by xinyooo)

  • 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 2024-04-16.

Jupyter Notebook deep-neural-networks related posts

Index

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

Project Stars
1 learnopencv 20,333
2 lama 7,165
3 vosk-api 6,993
4 docs 6,011
5 tensorflow-deep-learning 4,849
6 notebooks 4,112
7 Andrew-NG-Notes 2,214
8 dl-colab-notebooks 1,659
9 DenseDepth 1,533
10 saliency 927
11 stylegan-encoder 732
12 sports 438
13 stock-prediction-deep-neural-learning 431
14 fsdl-text-recognizer-2022-labs 418
15 glasses 413
16 Deej-AI 302
17 conformal_classification 202
18 MachineLearning-QandAI-book 154
19 MachineLearningWithPython 144
20 100DaysOfML 120
21 Deep_XF 110
22 GTSRB 108
23 deepfake-detection 86

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