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cnn-for-visual-recognition

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fire-detection-cnn

tobybreckon / fire-detection-cnn

Star 527

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

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

gdiprisco / Multitask_CNNs_for_efficient_face_analysis_in_the_wild

Star 1

An innovative multi-task neural architecture suitable for face analysis and the consequent identification of gender, age, ethnicity and emotion. A network capable of the performance of the state of the art of single-task networks by sharing the feature extraction part. It may be suitable for robotic applications: it requires time and memory in t…

machine-learning computer-vision cnn neural-networks multitasking cnn-keras cnn-model cognitive-robotics cnn-for-visual-recognition cnn-classification multitask-learning multitask-classification
  • Updated Feb 19, 2021
  • Python

UvinduW / Project-Intelligent-Car

Star 8

Implementing autonomous capabilities with a convolutional neural network (CNN) and machine vision on a modified RC car, using a Raspberry Pi and an Arduino, written in Python and C, and utilising the TensorFlow and OpenCV libraries

python raspberry-pi opencv arduino machine-learning remote-control computer-vision neural-network electronics tensorflow autonomous-car self-driving-car convolutional-neural-networks machine-vision autonomous-driving autonomous-vehicles cnn-model intelligent rccar cnn-for-visual-recognition
  • Updated Feb 10, 2018
  • Python

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