Udacity DataScience nanodegree image classifier problem
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Jun 23, 2019 - HTML
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transfer-learning-with-cnn
Here are 29 public repositories matching this topic...
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
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Sep 18, 2019 - Jupyter Notebook
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.
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May 24, 2020 - Jupyter Notebook
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
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Jun 2, 2020 - Jupyter Notebook
Behavioral Cloning (project 4 of 9 from Udacity Self-Driving Car Engineer Nanodegree)
python
machine-learning
deep-learning
keras
cnn
dropout
convolutional-neural-networks
behavioral-cloning
transfer-learning
convolutional-neural-network
keras-models
keras-neural-networks
cnn-keras
keras-tensorflow
pooling
neural-networks-from-scratch
transfer-learning-with-cnn
keras-model
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Jul 26, 2020 - Python
An Azure based computer vision web app
machine-learning
computer-vision
tensorflow
convolutional-neural-networks
transfer-learning-with-cnn
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Sep 10, 2020 - Python
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.
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Nov 4, 2020 - Jupyter Notebook
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
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Jul 14, 2021 - Jupyter Notebook
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
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
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
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
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
Identifying and classifying brain tumors in MRI scans using convolutional neural networks
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Jun 4, 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
Waste image classification platform to promote sustainability | Created at HackMIT 2022
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Oct 3, 2022 - 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
linear-regression
pytorch
classification
logistic-regression
convolutional-neural-networks
transfer-learning
multilayer-perceptron-network
cnn-pytorch
transfer-learning-with-cnn
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Feb 5, 2023 - Jupyter Notebook
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
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