transfer-learning-with-cnn

Here are 29 public repositories matching this topic...

zjxi / stomata-auto-detector

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

Updated Apr 3, 2022

vraul92 / Humerus-Bone-Fracture-Detection

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A Deep Learning Humerus Bone Fracture Detection Model which classifies a broken humerus bone X-ray image from a normal X-ray image with no fracture using Back Propagation, Regularization, Convolutional Neural Networks (CNN), Auto-Encoders (AE) and Transfer Learning.

python computer-vision deep-learning artificial-neural-networks convolutional-neural-networks class-activation-maps transfer-learning-with-cnn

Updated Jun 2, 2020
Jupyter Notebook

gfc-fiscomp / xcovid

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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

Updated Nov 22, 2021
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RackS103 / gigo-HackMIT22

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Waste image classification platform to promote sustainability | Created at HackMIT 2022

sustainability resnet-18 transfer-learning-with-cnn garbage-classification hackmit2022

Updated Oct 3, 2022
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NicholasDominic / Neuroimage-Classif-ASD

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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

Updated Nov 22, 2021
Python

tarun1219 / Sapling_Health_monitoring_system

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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

python opencv numpy pandas matplotlib-pyplot transfer-learning-with-cnn

Updated Jan 24, 2023
Python

sujatasaini / MNIST_Dataset_classification

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machine-learning deep-learning naive-bayes-classifier mnist-classification image-classification gru-svm convnet-resnet gru-svm-dropout simple-cnn transfer-learning-with-cnn

Updated Aug 29, 2019
Python

ranfysvalle02 / cnn-transfer-learning

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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

Updated Oct 16, 2024
Python

ameyjoshi0209 / Dog-Vision

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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

Updated Jul 26, 2024
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juliasolee / dl-dog-based-project

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Given an image, detects whether there is a human face or a dog in it. In case it is a dog, the algorithm classifies the breed of the dog. Deep Learning Nanodegree project.

deep-learning transfer-learning convolutional-neural-network transfer-learning-with-cnn

Updated Nov 4, 2020
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chibui191 / pneumonia_detection_resnet50

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Convolutional Neural Networks capable of classifying Normal vs. Pneumonia frontal chest radiograph (a set of 32 images in 8 seconds) using Transfer Learning with ResNet50

computer-vision neural-networks resnet50 computer-aided-diagnosis transfer-learning-with-cnn

Updated Jul 14, 2021
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Excustic / date_classification

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An Azure based computer vision web app

machine-learning computer-vision tensorflow convolutional-neural-networks transfer-learning-with-cnn

Updated Sep 10, 2020
Python

aakashks / SupCon-DR

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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

Updated Oct 12, 2024
Python

shashankch / Facex

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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

Updated Aug 9, 2023
Python

Jayanth-MKV / Landmark-Classification-Tagging-for-Social-Media

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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

Updated Oct 14, 2023
HTML

pranaysingh25 / Dog-Breed-Classifier

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Constructed an algorithm that works on user supplied image. If a dog is detected, it estimates the breed of the dog, Trained using Transfer learning with CNN.

cnn pytorch transfer-learning dog-breed-classifier transfer-learning-with-cnn

Updated May 24, 2020
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princewillingoo / food-vision-101-tensorflow-and-reactjs

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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