GitHub topics: small-dataset

Repositories

JosephPB/XNet

CNN implementation for medical X-Ray image segmentation

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Heldenkombinat/Logodetect

Find logos in images and videos in just one-shot. Never be embarrassed again to say that you have a small data situation!

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 67 - Forks: 10

antonio-f/mixture-of-experts-from-scratch

Mixture of Experts from scratch

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aimclub/asid

AutoML tool for imbalanced and small tabular datasets

Language: Python - Size: 5.33 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 6 - Forks: 2

nurulashraf/transfer-learning-alpaca-classification

A transfer learning project using MobileNet and the Alpaca Dataset for image classification. Includes data preprocessing, model fine-tuning, evaluation, and deployment. Demonstrates efficient computer vision workflows with small, specialised datasets.

Language: Jupyter Notebook - Size: 110 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

jingyuanz/protonet-bert-text-classification

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

Language: Python - Size: 89.8 KB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 27 - Forks: 5

kangchengX/CNN-ViT

Implements MobileViT and ViT from scratch, compatible with graph execution mode in tensorflow. Compares multiple cnn and transformer-based models including VGG, ResNet, ViT and MobileViT on a small data set.

Language: Python - Size: 3.85 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

chogerlate/alexnet-pytorch

This project implements AlexNet, a pioneering convolutional neural network architecture, using PyTorch. The implementation is based on the original paper by Krizhevsky et al. (2012).

Language: Jupyter Notebook - Size: 637 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

thomberg1/SmallDatasetsAnalysis

Experiments with artificial neural networks on small datasets.

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zzw922cn/TensorFlow-Input-Pipeline

TensorFlow Input Pipeline Examples based on multi-thread and FIFOQueue

Language: Python - Size: 61.5 KB - Last synced at: 4 months ago - Pushed at: about 8 years ago - Stars: 52 - Forks: 16

JakobLS/CancerSEEK

Cancer detection through a blood test (CancerSEEK) using machine learning techniques.

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dyt08/diabetes-prediction

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david-thrower/residual_MLP_Tests

Tests I am performing on a Python package for building residual multi - layer perceptrons and tandem [any model] -> ResMLPs models, useful for effective transfer learning. A pypi package should be coming soon.

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Data-Science-kosta/Long-texts-Sentiment-Analysis-RoBERTa

PyTorch implementation of Sentiment Analysis of the long texts written in Serbian language (which is underused language) using pretrained Multilingual RoBERTa based model (XLM-R) on the small dataset.

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Data-Science-kosta/Twitter-Sentiment-Analysis-RoBERTa

Sentiment Analysis of tweets written in underused Slavic languages (Serbian, Bosnian and Croatian) using pretrained multilingual RoBERTa based model XLM-R on 2 different datasets.

Language: Jupyter Notebook - Size: 4.74 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 1