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transfer-learning-with-cnn

Here are 29 public repositories matching this topic...

vraul92 / Humerus-Bone-Fracture-Detection

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
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gfc-fiscomp / xcovid

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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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

Capstone_AcousticEnvironment-DeepNeuralNet

curlsloth / Capstone_AcousticEnvironment-DeepNeuralNet

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

Updated Mar 25, 2023
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pneumonia_detection_resnet50

chibui191 / pneumonia_detection_resnet50

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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NicholasDominic / Neuroimage-Classif-ASD

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

pranaysingh25 / Dog-Breed-Classifier

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

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

Updated Jun 20, 2024
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PalTAJ / CBIR_image_deciphers

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

Updated Dec 8, 2021
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sujatasaini / MNIST_Dataset_classification

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

juliasolee / dl-dog-based-project

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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RackS103 / gigo-HackMIT22

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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aakashks / SupCon-DR

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

tarun1219 / Sapling_Health_monitoring_system

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

shashankch / Facex

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

yashprakash13 / XRays-Classification-Transfer-Learning-in-Keras

Transfer learning using InceptionV3 Keras model for Chest X-Ray Classification

python image tensorflow keras image-classification image-classifier transfer-learning deep-learn transfer-learning-with-cnn

Updated Sep 18, 2019
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eordog / erdos_artemis

Identifying and classifying brain tumors in MRI scans using convolutional neural networks

convolutional-neural-networks mobilenetv2 transfer-learning-with-cnn brain-tumors

Updated Jun 4, 2022
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oregev11 / crystoper

Predict proteins crystallization conditions using LLMs and transfer learning

crystallography esm transfer-learning-with-cnn llms

Updated Nov 21, 2024
Python

ranfysvalle02 / cnn-transfer-learning

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

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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