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adapool

[T-IP 2023] Code for exponential adaptive pooling for PyTorch

alexandrosstergiou

alexandrosstergiou.github.io

audioset-processing

Toolkit for downloading and processing Google's AudioSet dataset.

audiosetdl

Scripts for download AudioSet

auditory-slow-fast

Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

bootstrap-for-polling

📊 Use bootstrapping to normalise the data from opinion polls and make them similar to the population they represent.

class-agnostic-feature-visualisation

[ICIP 2021] PyTorch code for "The Mind's Eye: Visualizing Class-Agnostic Features of CNNs" for generation of kernel features.

class_feature_visualization_pyramid

[ICCVW 2019] PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network

creative-theme-jekyll

dataset2database

Script for creating SQL databases from video files to reduce random access overhead and inodes

datasets-visualisations-w-opencv

Creating grid visualisations of dataset examples with the OpenCV library

deep-learning-models

Keras code and weights files for popular deep learning models.

deepinversion

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

epic-kitchens-slowfast

heatmaps

Cloned repo from raghakot/keras-vis

inception_v3_tv_human_interactions

Applying Transfer Learning on Inception V3 model (weights trained on Imagenet) for the Oxford TV Human Interactions dataset. The network gets as inputs images extracted every 5 frames from videos.

inter4k

Official repository for downloading and using Inter4K video interpolation dataset

keras-depthwiseconv3d

Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions

lavib

Official repository for downloading and using LAVIB

leaping-into-memories

[ICCV 2023] Code implementation for "Leaping Into Memories: Space-Time Deep Feature Synthesis"

macrawlon

A sweet little collection of handy functions for video file downloading. 📼

playitback

[ICASSP 2023] PyTorch code for "Play It Back: Iterative Attention for Audio Recognition"

progressive-action-prediction

[CVPR 2023] Code for action prediction from videos

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

saliency-tubes-visual-explanations-for-spatio-temporal-convolutions

[ICIP 2019] Implementation of Saliency Tubes for 3D Convolutions in Pytoch and Keras to localise the focus spatio-temporal regions of 3D CNNs.

softpool

[ICCV 2021] Code for approximated exponential maximum pooling

squeeze-and-recursion-temporal-gates

Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Videos".

tensorflowplayground

🕹️ Small programs using TensorFlow and Keras as the main libraries to develop simple Neural Networks tasks

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM)