Jupyter Notebook transfer-learning

Open-source Jupyter Notebook projects categorized as transfer-learning
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Deep Learning Pytorch Machine Learning Computer Vision Python
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Top 11 Jupyter Notebook transfer-learning Projects

transfer-learning

  • Getting-Things-Done-with-Pytorch

    Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

  • InfluxDB

    Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.

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  • DenseDepth

    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!

  • torchxrayvision

    TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

  • TrainYourOwnYOLO

    Train a state-of-the-art yolov3 object detector from scratch!

  • HIPT

    Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

  • bert-sklearn

    a sklearn wrapper for Google's BERT model

  • sign2text

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

  • SaaSHub

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

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  • FunMatch-Distillation

    TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

  • artificial-self-AMLD-2020

    Workshop material for the AMLD 2020 workshop on "Meet your Artificial Self: Generate text that sounds like you"

  • xrays-and-gradcam

    Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

  • One-Piece-Image-Classifier

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

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).

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Jupyter Notebook transfer-learning related posts

  • Knowledge distillation with "Function Matching"

    1 project | /r/deeplearning | 31 Jul 2021

Index

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

Project Stars
1 Getting-Things-Done-with-Pytorch 2,325
2 DenseDepth 1,575
3 torchxrayvision 889
4 TrainYourOwnYOLO 647
5 HIPT 498
6 bert-sklearn 297
7 sign2text 151
8 FunMatch-Distillation 82
9 artificial-self-AMLD-2020 81
10 xrays-and-gradcam 48
11 One-Piece-Image-Classifier 2

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