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fire-detection-cnn

tobybreckon / fire-detection-cnn

Star 525

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

machine-learning deep-neural-networks computer-vision deep-learning tensorflow deep-learning-algorithms convolutional-networks convolutional-neural-networks object-detection network-architecture superpixels tensorflow-examples cnn-architecture fire-detector cnn-for-visual-recognition robot-vision fire-detection inceptionv1-onfire superpixel-segment firenet
  • Updated Jul 22, 2021
  • Python

fotisk07 / Deep-Learning-Coursera

Star 135

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

deep-neural-networks ai deep-learning neural-network tensorflow keras jupyter-notebook rnn matplotlib gradient-descent backpropagation-learning-algorithm music-generation backpropagation keras-neural-networks poetry-generator numpy-tutorial lstm-neural-networks cnn-for-visual-recognition deeplearning-ai cnn-classification
  • Updated Sep 8, 2018
  • Jupyter Notebook

Ankit-Kumar-Saini / Coursera_Deep_Learning_Specialization

Star 89

Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including transformers implementation) in TensorFlow.

deep-learning transformers coursera named-entity-recognition neural-networks question-answering face-recognition mlp transfer-learning hyperparameter-tuning optimization-algorithms audio-processing andrew-ng voice-activity-detection cnn-for-visual-recognition image-segmentation-tensorflow rnn-lstm structuring-ml-projects
  • Updated May 21, 2021
  • Jupyter Notebook

RazvanDu / DUCK-Net

Star 65

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

machine-learning computer-vision cnn medical-imaging segmentation convolutional-neural-networks image-segmentation convolutional-neural-network cnn-keras medical-image-processing u-net cnn-for-visual-recognition image-segmentation-tensorflow medical-image-segmentation tensorflow2 polyp-segmentation polyp-segmentation-task duck-net ducknet-tensorflow ducknet-keras
  • Updated Nov 27, 2023
  • Jupyter Notebook

TatevKaren / convolutional-neural-network-image_recognition_case_study

Star 19

Computer Vision Case Study in image recognition to classify an image to a binary class, based on Convolutional Neural Networks (CNN), with TensorFlow and Keras in Python, to identify from an image whether it is an image of a dog or cat. (Includes: Data, Case Study Paper, Code)

python machine-learning computer-vision deep-learning tensorflow keras prediction cnn image-recognition tensorflow-tutorials convolutional-neural-networks case-study cnn-model cnn-for-visual-recognition
  • Updated Apr 18, 2022
  • Python

Goutam1511 / Sign-Language-Recognition-using-Scikit-Learn-and-CNN

Star 13

The project aims at building a machine learning model that will be able to classify the various hand gestures used for fingerspelling in sign language. In this user independent model, classification machine learning algorithms are trained using a set of image data and testing is done. Various machine learning algorithms are applied on the datase…

machine-learning cnn artificial-intelligence artificial-neural-networks image-recognition python2 svm-learning svm-model svm-classifier cnn-for-visual-recognition cnn-classification
  • Updated Mar 18, 2018
  • Python

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