Top 23 Jupyter Notebook deep-neural-network Projects

• learnopencv

  6 20,498 8.6 Jupyter Notebook

  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

  17 7,326 5.1 Jupyter Notebook

  🦙 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

  www.influxdata.com featured

  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.

  

• vosk-api

  61 7,149 6.6 Jupyter Notebook

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

  

Project mention: Infini-Gram: Scaling unbounded n-gram language models to a trillion tokens | news.ycombinator.com | 2024-05-05

• docs

  3 6,047 9.0 Jupyter Notebook

  TensorFlow documentation (by tensorflow)

  

• tensorflow-deep-learning

  1 4,923 6.1 Jupyter Notebook

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

• notebooks

  19 4,250 8.3 Jupyter Notebook

  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

  1 2,297 0.0 Jupyter Notebook

  This is Andrew NG Coursera Handwritten Notes.

• SaaSHub

  www.saashub.com featured

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

  

• dl-colab-notebooks

  1 1,659 0.0 Jupyter Notebook

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

• DenseDepth

  5 1,533 0.0 Jupyter Notebook

  High Quality Monocular Depth Estimation via Transfer Learning

Project mention: How to Estimate Depth from a Single Image | dev.to | 2024-04-25

For a long time, the state-of-the-art models for monocular depth estimation such as DORN and DenseDepth were built with convolutional neural networks. Recently, however, both transformer-based models such as DPT and GLPN, and diffusion-based models like Marigold have achieved remarkable results!

• saliency

  4 934 3.6 Jupyter Notebook

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

  

• stylegan-encoder

  1 732 0.0 Jupyter Notebook

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

• sports

  2 443 5.9 Jupyter Notebook

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

• stock-prediction-deep-neural-learning

  44 437 7.1 Jupyter Notebook

  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

  1 425 6.3 Jupyter Notebook

  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

  

• glasses

  2 413 1.8 Jupyter Notebook

  High-quality Neural Networks for Computer Vision 😎

• Deej-AI

  3 305 5.6 Jupyter Notebook

  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.

• MachineLearning-QandAI-book

  3 243 6.4 Jupyter Notebook

  Machine Learning Q and AI book

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

• conformal_classification

  2 211 0.0 Jupyter Notebook

  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).

• 100DaysOfML

  2 127 0.0 Jupyter Notebook

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

• Deep_XF

  3 110 10.0 Jupyter Notebook

  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

  1 108 10.0 Jupyter Notebook

  Convolutional Neural Network for German Traffic Sign Recognition Benchmark

• deepfake-detection

  1 86 1.8 Jupyter Notebook

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

• kaggle-courses

  4 48 2.6 Jupyter Notebook

  Courses on Kaggle

• SaaSHub

  www.saashub.com featured

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

  

Jupyter Notebook deep-neural-networks related posts

• Machine Learning and AI Beyond the Basics Book

  1 project | news.ycombinator.com | 16 Apr 2024

• Looking for contributors to an AI security project

  1 project | /r/opensource | 7 Dec 2023

• [P] Plexiglass: a toolbox for testing against adversarial attacks in DNNs and LLMs.

  1 project | /r/MachineLearning | 7 Dec 2023

• YOLO-NAS Pose

  1 project | /r/pytorch | 16 Nov 2023

• Bidirectional Encoder Representations from Transformers

  1 project | /r/learnmachinelearning | 8 Nov 2023

• Diving deeper into KerasCV!

  1 project | /r/learnmachinelearning | 27 Oct 2023

• write a program to convert RGB to HSV and LAB color space.

  1 project | /r/ITprojects | 8 Sep 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 25 May 2024

  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. Learn more →

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