bjuncek

video_reader_benchmark

Benchmarking and profiling various video reading options for python

VMZ

VMZ: Model Zoo for Video Modeling

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

video_features

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

vision

Datasets, Transforms and Models specific to Computer Vision

audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

Automated_Face_Tracking_and_Labelling

Code for the paper "Automated Video Labelling: Identifying Faces by Corroborative Evidence"

avobjects_daffy

Implementation for ECCV20 paper "Self-Supervised Learning of audio-visual objects from video"

bjuncek.github.io

CLIP

Contrastive Language-Image Pretraining

configs

configs for my machines

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

detr

End-to-End Object Detection with Transformers

howto100m

Code for the HowTo100M paper

LeGrad

Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

PyAV

Pythonic bindings for FFmpeg's libraries.

resnet.torch

an updated version of fb.resnet.torch with many changes.

Smooth_AP

code for the ECCV '20 paper "Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval"

trackformer

Implementation of "TrackFormer: Multi-Object Tracking with Transformers”.

video_feature_extractor

Easy to use video deep features extractor

zsvision

A small collection of python utilities for computer vision tasks