Predict proteins crystallization conditions using LLMs and transfer learning
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Nov 12, 2024 - Python
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transfer-learning-with-cnn
Here are 29 public repositories matching this topic...
Efficient Brain Tumor Classificataion using Filter-Based Deep Feature Selection Methodology
support-vector-machine
mutual
keras-tensorflow
brain-tumor-classification
transfer-learning-with-cnn
filter-based-feature-selection
efficientnetb3
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Nov 9, 2024 - Jupyter Notebook
The provided code demonstrates transfer learning by adapting a model trained using synthetic data to classify circles, squares, and triangles to classify new shapes like stars and pentagons. By fine-tuning a pre-trained model originally designed for a different task, the repository showcases how to efficiently adapt a model to a new domain.
neural-network
transfer-learning
convolutional-neural-network
fine-tuning-cnns
fine-tuning
cnn-classification
transfer-learning-with-cnn
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Oct 16, 2024 - Python
Supervised Contrastive Learning for Diabetic Retinopathy Classification
resnet
transfer-learning
diabetic-retinopathy-detection
medical-image-analysis
transfer-learning-with-cnn
medical-diagnosis
simclr
contrastive-learning
supervised-contrastive-learning
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Oct 12, 2024 - Python
This repository contains an IPython Notebook detailing the process of classifying X-ray lung images into 4 discrete categories.
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Aug 30, 2024 - Jupyter Notebook
A dog breed identification model specializing in precise classification from images, leveraging advanced transfer learning techniques with TensorFlow, Keras, and GPU acceleration
neural-network
tensorflow
python3
machinelearning
jupyter-notebooks
keras-neural-networks
cnn-keras
pandas-python
transfer-learning-with-cnn
scikitlearn
numpy-python
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Jul 26, 2024 - Jupyter Notebook
An end-to-end multi-class image classification system(web app) that classifies 101 classes of food. I'll be implementing the popular CNN architecture while utilizing the full power of transfer learning to extract features and fine-tune layers. I'll also build an interactive UI using react-js and deploy the system.
machine-learning
deep-learning
tensorflow
image-classification
convolutional-neural-networks
transfer-learning-with-cnn
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Jun 20, 2024 - Jupyter Notebook
Photo sharing and photo storage services like to have location data for each photo that is uploaded. With the location data, these services can build advanced features, such as automatic suggestion of relevant tags or automatic photo organization, which help provide a compelling user experience.
cnn
pytorch
cnn-classification
pytorch-cnn-classification
cnn-from-scratch
resnet50
model-creation
transfer-learning-with-cnn
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Oct 14, 2023 - HTML
Facial Recognition and Tracking Application using Deep Learning.
python
machine-learning
django
deep-learning
face-recognition
face-detection
convolutional-neural-network
hog-features
svm-classifier
mtcnn-face-detection
dlib-face-detection
transfer-learning-with-cnn
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Aug 9, 2023 - Python
Deep neural network model combining audio signal processing and pre-trained audio CNN achieved 90.1% adjusted accuracy (27.6% improvement) for classifying audio recording environment.
audio
python
youtube
deep-neural-networks
deep-learning
time-series
neural-network
signal-processing
cnn
soundscape
machine-perception
keras-tensorflow
machine-listening
transfer-learning-with-cnn
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Mar 25, 2023 - Jupyter Notebook
linear-regression
pytorch
classification
logistic-regression
convolutional-neural-networks
transfer-learning
multilayer-perceptron-network
cnn-pytorch
transfer-learning-with-cnn
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Updated
Feb 5, 2023 - Jupyter Notebook
It is a autonomous robot equipped with sensors and cameras with deep learning algorithms to monitor and maintain crop health and act as an aid to farmers and huge estate or nursery owners
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Jan 24, 2023 - Python
Waste image classification platform to promote sustainability | Created at HackMIT 2022
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Oct 3, 2022 - Jupyter Notebook
INR Denomination Recognition is an image classification project
deep-learning
tensorflow
keras
cnn
feature-extraction
image-classification
transfer-learning
keras-tensorflow
fine-tuning
tensorflow2
transfer-learning-with-cnn
efficientnetb0
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Aug 23, 2022 - Jupyter Notebook
Identifying and classifying brain tumors in MRI scans using convolutional neural networks
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Jun 4, 2022 - Jupyter Notebook
Multi-object Detection System for Plant Stomata Phenotypic Traits, release only, which has been published on IEEE/ACM-TCBB 2021 (CCF-B)
computer-vision
deep-learning
object-detection
transfer-learning-with-cnn
stomata-detection
deep-learning-application
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Apr 3, 2022
Content-Based Image Retrieval System using multiple images deciphers for feature extraction
search-engine
phash
hog-features-extraction
image-search-engine
sift-features
transfer-learning-with-cnn
surf-feature-extraction
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Dec 8, 2021 - Jupyter Notebook
A transfer learning based COVID-19 lung x-ray classifier made into a WebApp!
pytorch
cnn-classification
pytorch-cnn
transfer-learning-with-cnn
streamlit
covid-19
streamlit-webapp
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Nov 22, 2021 - Jupyter Notebook
Transfer Learning using InceptionResNetV2 to the Augmented Neuroimage Data for the Autism Spectrum Disorder (ASD) Classification, using ABIDE I dataset.
deep-learning
convolutional-neural-networks
transfer-learning
binary-classification
augmentation
autism-spectrum-disorder
inception-resnet-v2
transfer-learning-with-cnn
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Nov 22, 2021 - Python
TFM-Lung-Disease-Classifier
python
tensorflow
numpy
keras
grad-cam
pandas
flask-application
segmentation
convolutional-neural-networks
googlecolab
transfer-learning-with-cnn
vision-transformer
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Oct 11, 2021 - Jupyter Notebook
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