cnn-for-visual-recognition

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swarmapytorch /book_DeepLearning_in_PyTorch_Source

Star631

word2vec gans pytorch-tutorial rnn-pytorch cnn-for-visual-recognition

UpdatedDec 14, 2022
Jupyter Notebook

tobybreckon /fire-detection-cnn

Star565

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

UpdatedJul 22, 2021
Python

fotisk07 /Deep-Learning-Coursera

Star136

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

UpdatedSep 8, 2018
Jupyter Notebook

RazvanDu /DUCK-Net

Star123

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

UpdatedNov 27, 2023
Jupyter Notebook

acl21 /Selfie_Filters_OpenCV

Star114

This deep learning application can detect Facial Keypoints (15 unique points). They mark important areas of the face - the eyes, corners of the mouth, the nose, etc.

python opencv contours sunglasses cnn-keras facial-keypoints-cnn facial-landmarks deep-learing cnn-for-visual-recognition snapchat-face-filter selfie-photo face-filters

UpdatedJul 13, 2020
Python

Ankit-Kumar-Saini /Coursera_Deep_Learning_Specialization

Star98

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

UpdatedMay 21, 2021
Jupyter Notebook

sauravraghuvanshi /Udacity-Computer-Vision-Nanodegree-Program

Star54

This repositary contain all my exercises and projects of Udacity Computer Vision Nanodegree Program

udacity computer-vision cnn python3 pytorch rnn face-detection landmark-detection udacity-nanodegree lstm-neural-networks facial-detection cnn-for-visual-recognition facial-keypoint-detection cnn-rnn

UpdatedJul 23, 2023
Jupyter Notebook

pjbelo /mediapipe-js-demos

Star41

Google MediaPipe Javascript Demos (including live demos)

javascript machine-learning cnn cnn-for-visual-recognition mediapipe

UpdatedApr 21, 2022
JavaScript

SakhriHoussem /Image-Classification

Star33

Pre-trained VGG-Net Model for image classification using tensorflow

python neural-network tensorflow dataset neural-networks classification image-classification image-recognition satellite-imagery vgg16 vgg19 cnn-model pre-trained satellite-images vgg-16 cnn-for-visual-recognition cnn-classification image-classification-algorithms vgg16-model vgg-19

UpdatedOct 15, 2018
Python

Insiyaa /Music-Genre-Classification

Star32

Genre Classification using Convolutional Neural Networks

music deep-learning neural-network pytorch dataset music-information-retrieval accuracy transfer-learning tone music-genre-classification fastai cnn-model gtzan-dataset cnn-for-visual-recognition cnn-classification genre-classification music-classification cnn-pytorch genre-identification spectograms

UpdatedNov 16, 2018
Jupyter Notebook

cloudwiser /ObjectDetectionRPiZero

Star28

TensorFlow Lite object detection example for Raspberry Pi Zero

object-detection armv6 raspberry-pi-zero tensorflow-examples raspberry-pi-zero-w ssd-mobilenet cnn-for-visual-recognition mobilenet-ssd tensorflow-lite

UpdatedNov 10, 2019
C++

verifid /facereg

Star21

Python module for face recognition with OpenCV and Deep Learning.

opencv computer-vision deep-learning face-recognition hog-features cnn-for-visual-recognition

UpdatedFeb 17, 2021
Python

TatevKaren /convolutional-neural-network-image_recognition_case_study

Star21

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

UpdatedApr 18, 2022
Python

sacmehta /WSISegmentation

Star19

Segmenting WSIs using Deep Convolutional Neural Networks

cnn convolutional-neural-networks semantic-segmentation biomedical-image-processing whole-slide-imaging cnn-for-visual-recognition

UpdatedAug 9, 2018
Lua

AveyBD /rice-leaf-diseases-detection

Star18

For this project, we are going to detect rice leaf disease using CNN and serve the result via messenger chatbot. We will also implement this to an independent Android app.

cnn image-classification cnn-keras cnn-model cnn-for-visual-recognition cnn-classification colab-notebook

UpdatedFeb 11, 2020
Jupyter Notebook

Architectshwet /Flower-species-Recognition-using-Computer-vision-and-Machine-Learning

Star18

Used Convolutional Deep Neural nets to extract features from the image

machine-learning keras image-classification pickle h5py cnn-for-visual-recognition

UpdatedMay 11, 2018
Jupyter Notebook

brazilian-code /Resume_Parsing

Star16

Resume Parsing app to extract information using AI

ocr computer-vision neural-networks cnn-keras mask-rcnn document-parser cnn-for-visual-recognition python-app streamlit easyocr

UpdatedJan 19, 2022
Jupyter Notebook

engares /MoViNets-for-Violence-Detection-in-Live-Video-Streaming

Star16

Violence recognition in streaming video using Transfer Learning and MoViNets. The project leverages state-of-the-art deep learning techniques to create an efficient and accurate violence detection system.

computer-vision deep-learning cctv-cameras edge-detection streaming-video cnn-model edge-computing cnn-for-visual-recognition violence-detection raspeberry-pi cctv-detection cctv-surveillance movinets violence-prevention

UpdatedJul 15, 2024
Jupyter Notebook

raghunanj /ComputerVisionBasics

Star15

Some learnings and code for computer vision basics

python tracking computer-vision detection jupyter-notebook segmentation cnn-for-visual-recognition

UpdatedAug 4, 2022
Jupyter Notebook

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

Star14

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

UpdatedMar 18, 2018
Python

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