conv3d

There are 1 repository under conv3d topic.

AhmetHamzaEmra / Intelegent_Lock
lock mechanism with face recognition and liveness detection
deep-learning face-recognition liveness-detection opencv cv2 python3 tflearn keras keras-tensorflow conv3d 3d-convolutional-network convolutional-neural-networks tensorflow cool-stuff
Language:Python 178
karolzak / conv3d-video-action-recognition
My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves results similar to those reported by authors
deep-learning video-recognition action-recognition keras c3d conv3d pipe ucf101 tensorflow video-processing video-classification machine-learning keras-implementations sports-1m
Language:Python 53
Ankita18Mandal / LungCT_Diagnosis
Repository processes CT scanned images of human Lungs , which are in DICOM image format. Visualises the data in 3D and trains a 3D convolution network on the data after preprocessing.
dicom lung-ct images cancer archieve processing vgg hybridnet vgg16 python ml ai diagnosis medical-image-processing cnn keras conv3d colab ppt
Language:Jupyter Notebook 19
shawnhan108 / AutoTruckX
An experimental project for autonomous vehicle driving perception with steering angle prediction and semantic segmentation using a combination of UNet, attention and transformers.
autonomous-vehicles autonomous-driving udacity-self-driving-car resnet-50 transfer-learning cnn-lstm conv3d transformer attention semantic-segmentation unet-image-segmentation unet setr multihead-attention steering-angle-prediction
Language:Python 8
Moeinh77 / 3D-Convs-for-MRI-Classification
Gender classification on 3D IXI Brain MRI dataset with Keras and Tensorflow
brain-mri conv3d convolutional-neural-networks densenet3d keras mri mri-images
Language:Jupyter Notebook 7
AI-Unipi / Image3DGenerator
A python class compatible with TensorFlow to perform data augmentation on 3D objects during CNN training.
ct-scans 3d cnn-keras cnn-classification data-augmentation conv3d image-generator
Language:Python 6
Gigi-G / C3D-PyTorch-Lightning
This repository contains my personal code for the paper Learning Spatiotemporal Features with 3D Convolutional Networks by Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri.
c3d conv3d pytorch pytorch-lightning ucf-101 video-action-recognition video-understanding
Language:Python 5
KY-HDC / 2d_to_3d
This repo is for the people who want to utilize conv3d for building 3dgan models.
3dgan conv3d ct-images
Language:Python 5
midusi / lsa64_nn
Experiments for the article "A Comparison of Neural Networks for Sign Language Recognition with LSA64" (JCC 2021)
lsa64 neural-network lstm gru conv3d sign-language sign-language-recognition
Language:Jupyter Notebook 3
Hand-Gesture-Recognition-system
anikch / Hand-Gesture-Recognition-system
Imagine you are working as a data scientist at a home electronics company which manufactures state of the art smart televisions. You want to develop a cool feature in the smart-TV that can recognize five different gestures performed by the user which will help users control the TV without using a remote.
cnn conv3d rnn lstm gru lstm-model encoder-decoder deep-learning convolutional-neural-networks recurrent-neural-networks
Language:Jupyter Notebook 2
neemiasbsilva / cnn-apply-3Dmnist
A Simple Three Dimensional Convolutional Neural Networks approach
3dmnist deep-learning conv3d keras tensorflow
Language:Python 2
o-ikne / Data-Science-Mini-Projects
Data science Mini projects
data-science machine-learning artificial-intelligence neural-networks ridge-regression krr kernel-methods kpca pca python conv3d image-recognition expression-classification
Language:HTML 2
sancharee / HandGestureRecognition-using-3D-Conv-and-CNN-RNN-Stack
Hand gesture recognition using convolutional neural network and recurrent neural network
conv3d lstm recurrent-neural-networks transfer-learning
Language:Jupyter Notebook 2
ChaitanyaC22 / Deep_Learning_Hand_Gesture_Recognition_Project
The objective of this project is to recognize hand gestures using state-of-the-art neural networks.
batch-normalization cnn cnn-rnn-stack conv3d convolutional-neural-networks data-generators deep-learning dropouts gru keras lstm model-building model-evaluation neural-networks prediction recurrent-neural-networks rnn tensorflow transfer-learning
Language:Jupyter Notebook 1
MohamedHamayed / Fight_Detection_From_Surveillance_Cameras-PyTorch_Project
Fight Detection From Surveillance Cameras by fine-tuning a PyTorch Pretrained Model
python pytorch computer-vision conv3d action-recognition
Language:Python 1
Pradeep23-01 / ViSpEr
Real-Time Visual Speech and Emotion Recognition (ViSpEr) an end-to-end neural network for the low-resource visual speech and facial emotion recognition task, using 3D CNNs and LSTMs
conv3d deep-learning emotion-recognition real-time
Language:Jupyter Notebook 1
rahul-ranjan-ds / gesture-recognition
Hand Gesture Recognition using Deep Learning Framework
deep-neural-networks gesture-recognition machin-learning hand-gesture-recognition convolutional-neural-networks recurrent-neural-networks opencv deep-learning computer-vision conv3d conv3d-accuracy
Language:Jupyter Notebook 1
and-buk / Learning-from-Pixels
conv3d convolutional-neural-network deep-reinforcement-learning pytorch
Language:Jupyter Notebook 0
ayan-chattaraj / gesture_recognition
My team partner and I did this project where we developed a feature in a company’s smart TV that can recognise five different predetermined gestures performed by the user, which will help users control the TV without using a remote.
cnn conv3d generator lstm rnn tensorflow2
Language:Jupyter Notebook 0
bipin-odattil / gesture-recognition-smartTV
Develop a conv3D model that can recognise five different gestures performed by the user which will help users control the TV without using a remote
conv3d deep-learning gesture-recognition python video-processing
Language:Jupyter Notebook 0
Gesture-Control---Conv3D-RNN-LSTM
GvHemanth / Gesture-Control---Conv3D-RNN-LSTM
Transform TV control with Gesture Recognition! Enable intuitive interaction with smart TVs using gestures built using Conv3D, CNN & RNN
categorical-cross-entropy cnn-rnn conv3d deep-learning gesture-recognition image-data-generator lstm
Language:Jupyter Notebook 0
jihyejjang / Child-Abuse-Detection
어린이집 CCTV로 학대상황 감지
anomaly-detection cnn-model computer-vision conv3d deep-learning
Language:Python 0
kaurdilpreet56 / Gesture-Recognition
Gesture Recognition
conv3d rnn-model
Language:Jupyter Notebook 0
NeethuMariaTom / Hand_Gesture_Recognition
Develop a cool feature in the smart-TV that can recognise five different gestures performed by the user which will help users control the TV without using a remote.
cnn-rnn conv3d multi-class-classification data transfer-learning generator
Language:Jupyter Notebook 0
djdhairya / Lip-Reading
Lip reading using TensorFlow, OpenCV, and Keras involves training a deep learning model to recognize spoken words by analyzing lip movements from video frames. The process starts with OpenCV for capturing and preprocessing video frames, focusing on the speaker’s lips. These frames are then fed into a neural network built using Keras and TensorFlow.
adam conv3d deep-learning keras lstm maxpool2d tensorflow
Language:Jupyter Notebook
EbubeImoh / contexual-video-analysis-tool
Context Understanding from Videos analyzes video content by extracting frames and audio, then detecting objects, faces, emotions, and actions. It uses Python with OpenCV, MoviePy, and YOLO. Future plans include embedding models for improved context analysis.
audio-processing conv3d frame-extraction keras-models lstm moviepy opencv python restnet50 speech-recognition yolov5
Language:Jupyter Notebook

conv3d

AhmetHamzaEmra / Intelegent_Lock

karolzak / conv3d-video-action-recognition

Ankita18Mandal / LungCT_Diagnosis

shawnhan108 / AutoTruckX

Moeinh77 / 3D-Convs-for-MRI-Classification

AI-Unipi / Image3DGenerator

Gigi-G / C3D-PyTorch-Lightning

KY-HDC / 2d_to_3d

midusi / lsa64_nn

anikch / Hand-Gesture-Recognition-system

neemiasbsilva / cnn-apply-3Dmnist

o-ikne / Data-Science-Mini-Projects

sancharee / HandGestureRecognition-using-3D-Conv-and-CNN-RNN-Stack

ChaitanyaC22 / Deep_Learning_Hand_Gesture_Recognition_Project

MohamedHamayed / Fight_Detection_From_Surveillance_Cameras-PyTorch_Project

Pradeep23-01 / ViSpEr

rahul-ranjan-ds / gesture-recognition

and-buk / Learning-from-Pixels

ayan-chattaraj / gesture_recognition

bipin-odattil / gesture-recognition-smartTV

GvHemanth / Gesture-Control---Conv3D-RNN-LSTM

jihyejjang / Child-Abuse-Detection

kaurdilpreet56 / Gesture-Recognition

NeethuMariaTom / Hand_Gesture_Recognition

djdhairya / Lip-Reading

EbubeImoh / contexual-video-analysis-tool