cnn-for-visual-recognition

There are 4 repositories under cnn-for-visual-recognition topic.

fire-detection-cnn
tobybreckon / fire-detection-cnn
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 computer-vision object-detection fire-detector robot-vision deep-learning deep-neural-networks deep-learning-algorithms convolutional-neural-networks convolutional-networks cnn-for-visual-recognition cnn-architecture tensorflow tensorflow-examples inceptionv1-onfire fire-detection superpixel-segment network-architecture firenet superpixels
Language:Python 524
swarmapytorch / book_DeepLearning_in_PyTorch_Source
pytorch-tutorial cnn-for-visual-recognition rnn-pytorch word2vec gans
Language:Jupyter Notebook 506
fotisk07 / Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
neural-network ai matplotlib numpy-tutorial deep-learning deep-neural-networks backpropagation backpropagation-learning-algorithm gradient-descent deeplearning-ai jupyter-notebook rnn keras keras-neural-networks tensorflow cnn-classification cnn-for-visual-recognition lstm-neural-networks poetry-generator music-generation
Language:Jupyter Notebook 135
acl21 / Selfie_Filters_OpenCV
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.
opencv python contours selfie-photo snapchat-face-filter face-filters sunglasses deep-learing cnn-keras cnn-for-visual-recognition facial-keypoints-cnn facial-landmarks
Language:Python 112
Ankit-Kumar-Saini / Coursera_Deep_Learning_Specialization
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.
neural-networks cnn-for-visual-recognition rnn-lstm transfer-learning hyperparameter-tuning structuring-ml-projects audio-processing voice-activity-detection coursera mlp andrew-ng deep-learning face-recognition optimization-algorithms transformers image-segmentation-tensorflow question-answering named-entity-recognition
Language:Jupyter Notebook 89
RazvanDu / DUCK-Net
Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )
computer-vision machine-learning medical-image-processing medical-image-segmentation medical-imaging polyp-segmentation polyp-segmentation-task segmentation tensorflow2 u-net duck-net ducknet-keras ducknet-tensorflow image-segmentation image-segmentation-tensorflow cnn cnn-for-visual-recognition cnn-keras convolutional-neural-network convolutional-neural-networks
Language:Jupyter Notebook 62
sauravraghuvanshi / Udacity-Computer-Vision-Nanodegree-Program
This repositary contain all my exercises and projects of Udacity Computer Vision Nanodegree Program
udacity-nanodegree udacity python3 pytorch lstm-neural-networks cnn-for-visual-recognition cnn-rnn landmark-detection facial-keypoint-detection facial-detection rnn computer-vision cnn face-detection
Language:Jupyter Notebook 51
Image-Classification
SakhriHoussem / Image-Classification
Pre-trained VGG-Net Model for image classification using tensorflow
vgg16 vgg-16 vgg19 vgg-19 cnn-model cnn-classification cnn-for-visual-recognition image-classification image-recognition satellite-imagery tensorflow python satellite-images neural-network neural-networks vgg16-model pre-trained image-classification-algorithms dataset classification
Language:Python 33
Insiyaa / Music-Genre-Classification
Genre Classification using Convolutional Neural Networks
cnn-classification cnn-for-visual-recognition cnn-pytorch cnn-model genre-classification genre-identification music-classification gtzan-dataset spectograms music-information-retrieval accuracy transfer-learning music deep-learning music-genre-classification pytorch neural-network tone dataset fastai
Language:Jupyter Notebook 31
cloudwiser / ObjectDetectionRPiZero
TensorFlow Lite object detection example for Raspberry Pi Zero
tensorflow-examples tensorflow-lite ssd-mobilenet armv6 raspberry-pi-zero raspberry-pi-zero-w mobilenet-ssd object-detection cnn-for-visual-recognition
Language:C++ 24
verifid / facereg
Python module for face recognition with OpenCV and Deep Learning.
face-recognition deep-learning computer-vision cnn-for-visual-recognition hog-features opencv
Language:Python 21
TatevKaren / convolutional-neural-network-image_recognition_case_study
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)
case-study cnn cnn-for-visual-recognition cnn-model computer-vision convolutional-neural-networks deep-learning image-recognition keras machine-learning prediction python tensorflow tensorflow-tutorials
Language:Python 19
Architectshwet / Flower-species-Recognition-using-Computer-vision-and-Machine-Learning
Used Convolutional Deep Neural nets to extract features from the image
keras cnn-for-visual-recognition h5py pickle image-classification machine-learning
Language:Jupyter Notebook 18
pjbelo / mediapipe-js-demos
Google MediaPipe Javascript Demos (including live demos)
cnn cnn-for-visual-recognition javascript machine-learning mediapipe
Language:JavaScript 18
sacmehta / WSISegmentation
Segmenting WSIs using Deep Convolutional Neural Networks
whole-slide-imaging semantic-segmentation convolutional-neural-networks cnn cnn-for-visual-recognition biomedical-image-processing
Language:Lua 17
AveyBD / rice-leaf-diseases-detection
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 cnn-keras cnn-classification cnn-model cnn-for-visual-recognition image-classification colab-notebook
Language:Jupyter Notebook 15
Goutam1511 / Sign-Language-Recognition-using-Scikit-Learn-and-CNN
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 datasets, including Convolutional Neural Network (CNN).
machine-learning artificial-intelligence artificial-neural-networks cnn cnn-classification cnn-for-visual-recognition svm-classifier svm-model svm-learning image-recognition python2
Language:Python 13
lmbarr / Fast-r-cnn-pedestrian-detection-with-CAFFE-and-GPU-support
C++ and Python implementation of a automatic system for pedestrian detection at night using far infrared visual information based on convolutional neural networks.
convolutional-neural-networks python gpu-support caffe cnn-for-visual-recognition c-plus-plus fastrcnn opencv
Language:Makefile 11
NonvolatileMemory / MXNET-SS-CNN
Implement SS-CNN "Dubey et al. Deep Learning the City ECCV16"
cnn-for-visual-recognition deep-learning mxnet
Language:Python 11
brazilian-code / Resume_Parsing
Resume Parsing app to extract information using AI
cnn-for-visual-recognition cnn-keras computer-vision document-parser easyocr mask-rcnn neural-networks ocr python-app streamlit
Language:Jupyter Notebook 10
bohdansok / Face_Recognition
This is "ready from box" face recognition app, based on Mediapipe, dlib and face_recognition modules.
face recognition dlib dlib-face-recognition pictures ukraine ukrainian face-recognition medical mask face-with-mask masked virtual-mask mediapipe mediapipe-face-detection multiface face-dictionary face-picture hog cnn-for-visual-recognition
Language:Python 9
faust-prime / X-ray-images-classification-with-Keras-TensorFlow
ConvNet (CNN) implementation to classify x-ray medical images
cnn cnn-keras cnn-tensorflow cnn-for-visual-recognition keras-implementations keras-layer keras-neural-networks tensorflow tensorflow-examples augmentation medical-image-processing medical medical-image-analysis computer-vision
Language:Jupyter Notebook 9
KI-labs / BRAN
BRAN (Basic Recognition and Authentication at eNtrance) - A Facial recognition based identification & authentication system mounted at KI labs office entrance in Munich (https://www.ki-labs.com)
cnn-for-visual-recognition facial-recognition hog-features-extraction opencv picamera python raspberry-pi-3
Language:Python 9
SpyrosMouselinos / MasterThesis
VHDL implementation of a customizable CNN
vhdl hardware-acceleration neural-networks cnn-for-visual-recognition
Language:VHDL 9
yafangy / Nanomaterial_DeepLearning
Semantic neural network to realize pixel-wise classification of 2D nano-material using Matlab
semantic-segmentation slic dbscan-clustering deep-learning matlab segnet superpixels cnn-for-visual-recognition clustering-algorithm segmentation image-segmentation
Language:MATLAB 9
pratapdas / autism-dyslexia-detector
Project for detecting Autism and Dyslexia using ML. A POC for the KPMG Ideation Challenge, 2021.
cnn-for-visual-recognition cv2 web application cnn cnn-keras computer-vision autism dyslexia kpmg machine-learning deep-learning
Language:Python 8
UvinduW / Project-Intelligent-Car
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
arduino autonomous-car autonomous-driving autonomous-vehicles cnn-for-visual-recognition cnn-model computer-vision convolutional-neural-networks electronics intelligent machine-learning machine-vision neural-network opencv python raspberry-pi rccar remote-control self-driving-car tensorflow
Language:Python 8
brlivsky / helmet-detection-yolo
We present the Automatic Helmet Detection System, a CNN model trained on image dataset that can detect motorbikes as well as riders wearing helmets.
cnn-pytorch cnn cnn-for-visual-recognition object-detection pytroch yolov3 yolo deep-learning helmet-detection helmet vehicle-detection
Language:Python 7
dotslashf / parking-lot-detection
Detecting empty space for parking lot car using cnn model
cnn cnn-for-visual-recognition python opencv parking-lot car detection cnn-model
Language:Python 7
jjtiger / ASU_Recipe_Recommendation_Bot
A deep learning CNN model with 9 layers used for image classification of food ingredients and recipes. This recipe recommendation bot will recommend recipes based on image or text user input. Deployed in the Telegram app under ASU_Chef_Bot.
cnn-classification cnn-for-visual-recognition cnn-keras deep-learning image-classification kaggle keras pytorch tensorflow
Language:Jupyter Notebook 7
USCDataScience / cmu-fg-bg-similarity
CMU Foreground/Background Similarity Server from DARPA MEMEX
background-similarity cnn-for-visual-recognition foreground-similarity image-processing image-recognition image-similarity image-space lsh memex pool5 scalable-lsh
Language:C++ 7
amajji / CNN-from-Scratch
Implementation of CNN (Convolutional neural network) from scratch
cnn cnn-classification cnn-for-visual-recognition cnn-keras cnns cnn-architecture
Language:Jupyter Notebook 6
kunjan-mhaske / Obstacle-and-Lane-Detection-using-Computer-Vision
Applied YOLO model trained on COCO dataset to detect obstacles and Lane-Net model trained on tusimple.ai dataset for end-to-end lane detection. • Improved usability and response time by 50% using the combination and optimization of legacy codes of algorithms in assisted driving.
cnn-for-visual-recognition coco neural-networks numpy python3 tensorflow2 yolo
Language:Python 6
Reguix / CNNDroid
Social network analysis and convolution neural network are applied to classify android application. Mining malicious application behavior by grad-cam. 提取APK文件调用图，利用社交网络算法将调用图转换为图像，用卷积神经网络进行分类训练，并利用grad-cam算法挖掘恶意软件行为。
android classification cnn-for-visual-recognition grad-cam malware python pytorch social-network
Language:Python 6
sakbarpu / CNN_Classification
The repository implements the a simple Convolutional Neural Network (CNN) from scratch for image classification. I experimented with it on MNIST digits and COIL object dataset.
convolutional-neural-networks cnn cnn-classification cnn-for-visual-recognition mnist-classification mnist mnist-handwriting-recognition coil object-detection digit-recognition
Language:MATLAB 6
sjain-stanford / CS231N
My solutions to CS231N (Convolutional Neural Networks for Visual Recognition, Spring 2017)
cs231n-assignment cs231n cnn deep-learning convolutional-neural-networks visual-recognition cnn-for-visual-recognition
Language:Jupyter Notebook 6

cnn-for-visual-recognition

tobybreckon / fire-detection-cnn

swarmapytorch / book_DeepLearning_in_PyTorch_Source

fotisk07 / Deep-Learning-Coursera

acl21 / Selfie_Filters_OpenCV

Ankit-Kumar-Saini / Coursera_Deep_Learning_Specialization

RazvanDu / DUCK-Net

sauravraghuvanshi / Udacity-Computer-Vision-Nanodegree-Program

SakhriHoussem / Image-Classification

Insiyaa / Music-Genre-Classification

cloudwiser / ObjectDetectionRPiZero

verifid / facereg

TatevKaren / convolutional-neural-network-image_recognition_case_study

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

pjbelo / mediapipe-js-demos

sacmehta / WSISegmentation

AveyBD / rice-leaf-diseases-detection

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

lmbarr / Fast-r-cnn-pedestrian-detection-with-CAFFE-and-GPU-support

NonvolatileMemory / MXNET-SS-CNN

brazilian-code / Resume_Parsing

bohdansok / Face_Recognition

faust-prime / X-ray-images-classification-with-Keras-TensorFlow

KI-labs / BRAN

SpyrosMouselinos / MasterThesis

yafangy / Nanomaterial_DeepLearning

pratapdas / autism-dyslexia-detector

UvinduW / Project-Intelligent-Car

brlivsky / helmet-detection-yolo

dotslashf / parking-lot-detection

jjtiger / ASU_Recipe_Recommendation_Bot

USCDataScience / cmu-fg-bg-similarity

amajji / CNN-from-Scratch

kunjan-mhaske / Obstacle-and-Lane-Detection-using-Computer-Vision

Reguix / CNNDroid

sakbarpu / CNN_Classification

sjain-stanford / CS231N