A template to train and deploy your own food models with PyTorch/FastAI. As an example I have built a churros-samosa-classifier.
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Jan 11, 2023 - Jupyter Notebook
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fastai-v3
Here are 32 public repositories matching this topic...
Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.
audio nlp swift deep-neural-networks deep-learning tensorflow optimizer cnn rnn callbacks augmentation batchnorm mixup ulmfit cyclegan-pytorch fastai-v3
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Jan 25, 2020 - Jupyter Notebook
Deploying FastAI model(Fruit Classifier) on an android and ios app using flutter
android-development android-application render ios-app android-studio android-app flutter mach fastai fruits webapplication flutter-apps fruits-and-vegetables fastai-github deeple artif image-classification-website fastai-v3 fastai-library
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Dec 26, 2019 - Dart
My PyTorch Implemenation of various Deep Learning Research Papers
pytorch research-project pytorch-cnn pytorch-implementation fastai-v3 pytorch-segmentation deeplab-semantic-segmentation
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Aug 19, 2020 - Jupyter Notebook
machine-learning ai deep-learning neural-network artificial-intelligence datascience supervised-learning image-classification image-recognition convolutional-neural-networks unsupervised-learning fastai imagerecognition resnet-34 fastai-github reccurent-neural-network fastai-v3 fastai-library
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Aug 10, 2019 - Jupyter Notebook
A ResNet 34-based Algorithm for Robust Plant Disease Detection with 99.2% Accuracy Across 39 Different Classes of Plant Leaf Images.
python machine-learning bioinformatics tensorflow machine-learning-algorithms image-processing project cnn convolutional-neural-networks transfer-learning fastai plant-disease final-year-project final-project paper-implementations resnet-34 fastai-v3 plant-disease-detection
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Apr 1, 2023 - Jupyter Notebook
This repository presents the Implementation of Convolutional Neural Netwoks along with ResNet by using Fast.ai from scratch.
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Aug 23, 2020 - Python
This is a project on semantic image segmentation using CamVid dataset, implemented through the FastAI framework.
deep-neural-networks gpu python3 pytorch transfer-learning image-segmentation camvid-dataset unet-image-segmentation googlecolab fastai-v3
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Jul 13, 2020 - Jupyter Notebook
🙏 👽 💦 An excuse to use deep learning
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Jun 22, 2022 - Jupyter Notebook
Used Fastai to detect weed and different classes of seedlings from seedling photos, Resnet50 as the transfer learning model
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May 13, 2020 - Jupyter Notebook
machine-learning ai deep-learning machine kaggle kaggle-competition supervised-learning conv classification image-classification unsupervised-learning compute fastai kaggle-dataset resnet-50 resnet34 fastai-github artifi fastai-v3 fastai-library
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Dec 14, 2019 - Jupyter Notebook
Using Fastai to build a Waste management ai. [In progress]
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Feb 19, 2020 - Jupyter Notebook
machine-learning image ai computer-vision deep-learning kaggle dataset kaggle-competition image-classification image-recognition convolutional-neural-networks predictions fastai kaggle-dataset resnet-50 resnet-34 fastai-v3 fastai-library
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Dec 17, 2019 - Jupyter Notebook
Plant Disease Detection Project
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Jun 22, 2022 - Jupyter Notebook
The aim of this project is to find the total number of buildings, damaged buildings in a certain area due to a flood event, and total flooded area to create an index to find the severity of the flood.
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Dec 29, 2024 - Jupyter Notebook
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Mar 16, 2021 - Jupyter Notebook
quotes data-science machine-learning ai deep-learning neural-network memes recurrent-neural-networks artificial-intelligence dataset supervised-learning convolutional-neural-networks unsupervised-learning fastai fastai-tutorials fastai-v3 fastai-library film-poster
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Aug 7, 2019 - Jupyter Notebook
Solution to Facial Expression Recognition Kaggle Challenge (FER 2013)
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May 17, 2020 - Jupyter Notebook
singularity container for fastai-v3
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Feb 4, 2021
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