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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

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

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

RazvanDu / DUCK-Net

Star 70

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

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