Networks-Learning/counterfactual-prediction-sets

Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.

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SayamAlt/Financial-News-Sentiment-Analysis

Successfully developed a fine-tuned DistilBERT transformer model which can accurately predict the overall sentiment of a piece of financial news up to an accuracy of nearly 81.5%.

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SayamAlt/Symptoms-Disease-Text-Classification

Successfully developed a fine-tuned BERT transformer model which can accurately classify symptoms to their corresponding diseases upto an accuracy of 89%.

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tstran155/Prediction-of-mineral-scaling-from-produced-water-composition Fork of lmvu103/Water-source

In this notebook, I built gradient boosting classifier and LSTM model to classify and predict the mineral scaling potential of formation water in US shale basins.

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AdilAhmedunar/Internship_Project_on_Machine_Learning_Pipelines

Predicting Startup Acquisition Statuses using Machine Learning Pipelines!

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mehak6569/TOR-NonTOR

Identifying TOR traffic from the Internet traffic

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ASUS-AICS/LibMultiLabel

A library for multi-class and multi-label text classification

Language: Python - Size: 1.68 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 146 - Forks: 28

deepankarvarma/Age-and-Gender-Detection-OpenCV--Keras--TensorFlow

This repository contains Python code for an age and gender detection project using the video stream from the camera. The model is trained on the UTKFace dataset and utilizes deep learning techniques for accurate age and gender estimation. The code includes scripts for data preprocessing, model training, and real-time detection from the camera.

Language: Python - Size: 35.9 MB - Last synced: 7 days ago - Pushed: 12 months ago - Stars: 6 - Forks: 3

sepandhaghighi/pycm

Multi-class confusion matrix library in Python

Language: Python - Size: 11.4 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 1,430 - Forks: 121

furyhawk/kaggle_practice

Kaggle fun house

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Nikronic/Coursera-Machine-Learning 📦

In this repository I implemented all assignments in python for the purpose of learning python

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ZIYU-DEEP/Multiclass-Datasets-for-Anomaly-Detection

A short note on multi-class datasets for anomaly detection for our current research project.

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moehmeni/product-category-classifier

Multi-class text classification for e-commerce products using bidirectional LSTM networks

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gergokerenyi02/Python

Projects - "Training a MLP Neural network in Python (Numpy, PyTorch)" / ...

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lavinomenezes/desafio_indicium

Projeto de classificação multiclasse de dados desbalanceados | Multiclass classification project for imbalanced data.

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jibbs1703/Predicting-Obesity-Levels

This repository contains models that predict the obesity level of patients based on their eating/lifestyle habits and physical condition.

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Chris96bal/ML_Classification

Spotify Classification Problem 2023

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IgorKolodziej/stellar_classification

Classification of stars, galaxies, and quasars using spectral characteristics.

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sb-ai-lab/LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

Language: Python - Size: 92.2 MB - Last synced: 14 days ago - Pushed: 4 months ago - Stars: 720 - Forks: 42

BorysekOndrej/TDT4310-MemeTemplateIdentification

Course project for TDT4310 at NTNU

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Anas1108/Multimodal_Memes_Classification

Build a PyTorch-based multimodal architecture to classify memes using image & caption. Trained on a meme classification dataset, MLP architecture uses PyTorch, Numpy, Matplotlib, & Sklearn to achieve improved performance compared to baselines.

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srimannarayanabaratam/land_cover_classification_unet

This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.

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AdeelH/pytorch-multi-class-focal-loss

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

Language: Python - Size: 27.3 KB - Last synced: 18 days ago - Pushed: 4 months ago - Stars: 205 - Forks: 24

awslabs/sagemaker-corporate-credit-rating

Corporate Credit Rating Prediction with AWS SageMaker JumpStart

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AdrianAntico/AutoQuant

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

Language: R - Size: 804 MB - Last synced: 7 days ago - Pushed: 4 months ago - Stars: 230 - Forks: 44

sorodocosmin/feedbackHHC

This project focuses on analyzing patient feedback regarding the treatment provided by home healthcare service agencies.

Language: Python - Size: 5.52 MB - Last synced: 11 days ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

ujvarafetoshi/wine-quality-deep-learning

Predicting wine quality using deep learning through model comparisons and advanced sampling techniques for robust classification.

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Djasingh/ML_Hackathon

Machine Learning Hackathon

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MdTanvirHossainTusher/CODSOFT

Size: 4.2 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

MdTanvirHossainTusher/Iris-Flower-Classification

A classifier that can identify the species of iris flowers based on the length and width of their leaves

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ViniciusSilveiraCampos/Qualidade_Do_Vinho

Uma rede neural para a classificação da qualidade do vinho. 🍷

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orelz890/URL_Multiclass_Classification

Proactive Malicious URL Detection: ML Defense 🌐🛡️"

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muscak/Customer-Segmentation

Customer Segmentation

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manudelu/ML4RO2_GestureClassification

Project of Machine Learning for Robotics II regarding the classification of hand gestures using SVC and RF

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msoczi/football_predictions

Predicting the results of matches in European leagues

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ChryssaNab/Flight-Passengers-Prediction Fork of Essex97/Multi-class-Classification-with-Neural-Networks

Implementation of a machine learning classifier to predict number of passengers in flights.

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harshdeepsokhey/cse574-machine-learning

Machine Learning course Programming Assignments

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n1ghtf4l1/decipher-engine

Detect and Translate American Sign Language (ASL) fingerspelling into text.

Size: 1.14 MB - Last synced: 17 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

AfnanHashmi/RiceDetector

A high accuracy but yet data specific AI model to detect type of rice from 5 types of rice present

Language: Python - Size: 13.9 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

ayushtan123/Multiclass-Classification-using-Softmax

This project utilizes neural networks to recognize handwritten digits (0-9) through multiclass classification, employing ReLU activation and Softmax function for accurate predictions.

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jespb/Python-M3GP

An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm

Language: Python - Size: 114 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 9 - Forks: 1

rhgui/rateBeer-sentiment-analysis

This is the repository of Aprendizagem Automática's (Machine Learning) final project.

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elisiojsj/Machine_Learning_Coursera-Solved_Exercises

Exercises I solved for the Machine Learning course at Coursera by Andrew Ng.

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binarykisu/deep_learning_projects

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dmarks84/Ind_Project_Obesity-Multi-Class-Classification--Kaggle

Independent Project - Kaggle Competition -- I worked on the obesity classification data set as part of a Kaggle Competition of the same name, scoring (for accuracy) above 0.9

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Lostefra/custom-svm Fork of nihil21/custom-svm

Custom implementation of Support Vector Machines using Python and NumPy

Size: 8.05 MB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

zaaachos/Overfit-level-I

Multi-Class Prediction of Obesity Risk ML App

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muscak/Obesity-Risk-Prediction

Kaggle competition

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arun-apad/distracted_driver_computer_vision

Insurance use-case: To detect distracted/safe drivers using multi-class image classification. Framework used is keras-theano with data trained over VGG16 pre-trained network.

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nikhil25803/FoodVision

FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).

Language: Python - Size: 9.2 MB - Last synced: 7 days ago - Pushed: 6 months ago - Stars: 3 - Forks: 0

kyomangold/AI-MachineLearning

Repository covering diverse machine learning projects implementing Decision Trees, Neural Networks, Unsupervised Learning, Recommenders, Anomaly Detection, Deep Q-Learning, K-Means, and PCA techniques.

Language: Python - Size: 18.8 MB - Last synced: 2 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Vidhi1290/Multi-Class-Text-Classification-using-BERT-Model

Predict consumer financial product categories using BERT, based on over two million customer complaints. This project involves data processing, model building with pre-trained BERT, and making predictions on new text data.

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deepankarvarma/Handwriting-Recognition--OpenCV--Keras-and-TensorFLow

This repository contains Python code for handwritten recognition using OpenCV, Keras, TensorFlow, and the ResNet architecture. The project utilizes two datasets: the standard MNIST 0-9 dataset and the Kaggle A-Z dataset. The OCR model is trained using Keras and TensorFlow, while OpenCV is used for image pre-processing.

Language: Python - Size: 1.81 MB - Last synced: 7 days ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

nancyhamdan/demil-degree-prediction

Predicting the Demilitarization Degree Required for Military Items

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jElhamm/Multiclass-SVM-Softmax-Classifier

"This program trains a model using 'SVM' or 'Softmax' and predicts the input data. Loss history and predicted tags are displayed as results."

Language: Python - Size: 362 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

ntumlgroup/LibMultiLabel Fork of ASUS-AICS/LibMultiLabel

A library for multi-class and multi-label text classification

Language: Python - Size: 2.41 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 3 - Forks: 2

sheetalkalburgi/toxicity-inspector

Language: Jupyter Notebook - Size: 3.57 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

innat/Transfer-Learning-PySpark

Multi-Class Classification | Transfer Learning With PySpark

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christinacdl/Climate_Activism_Stance_and_Hate_Event_Detection_CASE_2024

Developed system for the "Climate Activism Stance and Hate Event Detection" Shared Task at CASE 2024

Language: Python - Size: 46.9 KB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

parthsompura/Machine-Learning

Implementation of various Machine Learning (ML) Algorithms learned in the Machine Learning course authorised by Stanford University @ Coursera

Language: MATLAB - Size: 20.9 MB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 1

BairagiSaurabh/Project-II-Cancer-Prediction

Predicting the type of cancer class with the help of categorical and text data.

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FilomKhash/Math-Preprint-Classifier

Predicting the MSC classes and the primary arXiv category of math-related preprints based on their title and abstract.

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arasgungore/multiclass-classification-using-ensemble-learning

Two ensemble models made from ensembles of LightGBM and CNN for a multiclass classification problem.

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m3mentomor1/Breast-Cancer-Image-Classification-with-DenseNet121

This project utilizes a sophisticated deep learning model trained to classify breast ultrasound images into three categories: benign, malignant, or normal, thus determining the presence of breast cancer.

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prathmeshlonkar10/Time-Series-Analysis-with-Activity-Recognition-system-based-on-Multisensor-data-fusion-AReM-

Performing Time Series Analysis on the temporal data from a Wireless Sensor Network worn by an actor performing the activities: bending, cycling, lying down, sitting, standing, and walking.

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dmdequin/fyp2021p4g03

Natural language processing project investigating binary and multi-class classification tasks.

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AmitabhCh822/NeuralNetworks-Data-Analysis-Projects

Comprehensive repository illustrating neural network applications across diverse fields: sports performance, wine quality assessment and medical data analysis using Keras and TensorFlow.

Language: Python - Size: 136 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

CIIC-C-T-Polytechnic-of-Leiria/dataAugmentationTests

INOVMINERAL 4.0 related project repository - Advanced technologies and software for mineral resources

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Seohee-Kim/Everyone-Contract

KoBERT를 활용한 채팅 내 핵심어 자동추출 모델 및 테스트 페이지 구성

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epicure24/Classifier-for-highly-unbalanced-data

This repo represents all the resampling techniques needed to achieve better results in highly unbalanced or skewed data that has 77 % of data in one class and rest in others.

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egorumaev/2023-ods-turnstiles

Идентификация посетителя в зависимости от характерного времени его прохода на территорию организации

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MaliciousMonk45456/Customer-Segmentation

Applying a softmax based neural network to predict customer category

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rachellimce/Capstone-MBTI-Prediction

Capstone Project to Predict MBTI Personality type through a given text

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jiemingyou/sleep-stage-prediction-bst

Sleep stage classification using Gradient Boosted Classifier

Language: Python - Size: 1.75 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

KamRoki/Food-Vision

It is end-to-end CNN Image Classification Model notebook which identifies the food in your image. In this project I was working with pre-trained classification model EfficientNetB0 and Food101 Dataset.

Language: Jupyter Notebook - Size: 31.2 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

M0hammadrezaShakouri/Multi-Class-Classification

Implementing neural network (multi class)classification python from scratch

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AjNavneet/BusinessLicense_MulticlassClassifier_Ensemble

Ensemble multi-class classifiers on business license status data.

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AjNavneet/NaiveBayes_TextClassification_CustomerComplaints

Naive Bayes based multiclass text classification model on customer complaints dataset.

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AjNavneet/BERT_TextClassification_MultiClass

Multi-class text classification model using the pre-trained BERT model.

Language: Jupyter Notebook - Size: 486 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

AjNavneet/Attention_TextClassification_CustomerComplaints

Attention mechanism based multiclass text classification on a dataset of customer complaints about consumer financial products.

Language: Jupyter Notebook - Size: 90 MB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

AjNavneet/CustomerComplaints_TextClassification_RNN_LSTM

RNN and LSTM based text classification model on a dataset of customer complaints about consumer financial products.

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rrfsantos/Desafios-NLP

Bi Master - Grupo de desafios de NLP: Classificação Multiclasse, BIOBERT, spaCy, NER, POS, Tópicos, Geração de Texto, sentence-bert, Tensorflow USEm.

Language: Jupyter Notebook - Size: 36.7 MB - Last synced: 5 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

yudhisteer/Vision-Transformer-Based-Multi-Class-Classification-for-Simulated-6DoF-Robot

The project shows how to create our own large-scale synthetic dataset for multi-class classification. The goal is to create a Vision Transformer model from scratch and run it in a digital twin made in Unity with a 6 DoF robot for palletization process.

Language: C# - Size: 99.6 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

tina-joseph/LFW-Face-Identification

This repository comprises a face identification(multi-class classification) using a subset of the Labeled Faces in the Wild (LFW) dataset.

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JayaswalVivek/Protein_Class_Prediction

Multi-class predictive modelling for a biological data set

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dblilienthal/Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets

I implement a deep learning network to classify COVID-19 Tweets into 5 categories and 3 categories using DistilBERT (a lighter version of BERT) as an embedding layer along with an LSTM and Dense Layer. I Achieve 65% accuracy with 5 categories and 80% accuracy on 3 categories.

Language: Jupyter Notebook - Size: 283 KB - Last synced: 5 months ago - Pushed: over 2 years ago - Stars: 10 - Forks: 4

ssjiyobindas/Multi-Class-Text-Classification-using-BERT-Model

In this particular project, we have used a pre-trained model to predict our text known as BERT. BERT is an open-source ML framework for Natural Language Processing. BERT stands for Bidirectional Encoder Representations and is a pre-trained model from Google known for producing state-of-the-art results in a wide variety of NLP tasks.

Size: 14.6 KB - Last synced: 5 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

sharmaroshan/Weed-Detection

This Problem is based on a Image Data set consisting of different types of weeds, to detect them in crops and fields. I have used Deep Learning Model called CNN(Convolutional Neural Networks) with Dropout, Batch Normalization, ReduceLearning rate on plateau, Early stoppig rounds, and Transposd Convolutional Neural Networks.

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MohammadRezaAlikhani/Multiclass-classification

Supervised multiclass classification for drugs

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PrasetyoWidyantoro/E-Commerce-Product-Classification-Using-Multi-class-Classification

E-Commerce Product Classification using Multi-class Classification merupakan program Pemrosesan Bahasa Alami yang bertujuan untuk melakukan prediksi category product. Dalam proyek ini, saya mengambil pendekatan end-to-end, mulai dari data mentah, eksperimentasi pemodelan, dokumentasi, streamlit hingga deployment menggunakan Docker.

Language: Jupyter Notebook - Size: 20 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

AkshataShanmugam/HumanActivityRecognitionModels

Trying to find the best model among 5 models of Decision Tree, Random Forest, Logistic Regression, XGB, LightGBM for Human Activity Recognition

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anubhabreveals/Handwritten-Digit-Recognition

This code utilizes a neural network to classify handwritten digits (0-9) from the MNIST dataset. Explore the process of data preparation, model training, and evaluation for accurate digit recognition.

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gustavzudemm/TripAdvisor---Sentiment-Analysis

Sentiment Analysis of german reviews on TripAdvisor

Language: Python - Size: 168 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

AkashBangalkar/Product-Classification

Machine Learning - Multiclass Classification

Language: Jupyter Notebook - Size: 734 KB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

AkashBangalkar/BBC-News-Classification

Machine Learning - Multiclass Classification

Language: Jupyter Notebook - Size: 415 KB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

john-fante/30-plants-classification

30 Plants Detect w/Custom ConvMixer (F1 Scr: 0.77)

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john-fante/bladder-tissue-classification

Bladder Tissue Classification w/ViT (F1 Scr: 0.82)

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john-fante/leaf-disease-detection-meta-learning

Leaf Disease Detection w/Meta-Learning (ViT, SVM)

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koba-jon/pytorch_cpp

Deep Learning sample programs using PyTorch in C++

Language: C++ - Size: 870 KB - Last synced: 6 months ago - Pushed: 11 months ago - Stars: 225 - Forks: 49

thepankj/Image-Classification-Transfer-Learning-Heroku

A multiclass image classification project, used transfer learning to use pre-trained models such as InceptionNet to classify images of butterflies into one of 50 different species.

Language: Jupyter Notebook - Size: 56.9 MB - Last synced: 6 months ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1