A Simple Three Dimensional Convolutional Neural Networks approach
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Mar 6, 2020 - Python
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conv3d
Here are 11 public repositories matching this topic...
A python class compatible with TensorFlow to perform data augmentation on 3D objects during CNN training.
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Nov 30, 2020 - Python
An experimental project for autonomous vehicle driving perception with steering angle prediction and semantic segmentation using a combination of UNet, attention and transformers.
transformer attention transfer-learning autonomous-driving autonomous-vehicles unet semantic-segmentation udacity-self-driving-car resnet-50 multihead-attention cnn-lstm unet-image-segmentation conv3d steering-angle-prediction setr
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Mar 27, 2021 - Python
Fight Detection From Surveillance Cameras by fine-tuning a PyTorch Pretrained Model
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Jan 14, 2022 - Python
어린이집 CCTV로 학대상황 감지
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Sep 21, 2022 - Python
lock mechanism with face recognition and liveness detection
opencv deep-learning tensorflow keras python3 face-recognition convolutional-neural-networks tflearn cv2 keras-tensorflow 3d-convolutional-network liveness-detection cool-stuff conv3d
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Sep 7, 2023 - Python
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.
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Sep 14, 2023 - Python
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 result…
machine-learning deep-learning tensorflow pipe keras video-processing action-recognition c3d video-classification video-recognition ucf101 sports-1m keras-implementations conv3d
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Aug 2, 2024 - Python
Deep learning lip-reading model using Conv3D + BiLSTM + CTC architecture. Transcribes speech from mouth region video clips for accessibility applications.
computer-vision deep-learning accessibility tensorflow keras video-processing lstm ctc lip-reading conv3d
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Nov 11, 2025 - Python
🔍 Read lips in videos with an end-to-end deep learning model, enhancing accessibility and transcribing speech from mouth movements effectively.
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Feb 9, 2026 - Python
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