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3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

blockchainengineering

Lean to think like a blockchain designer by solving practical challenges

charades-algorithms

Activity Recognition Algorithms for the Charades Dataset

clownfish-3d-models

clownfish-analysis

Scripts to analyse the fusion performance of the Clownfish framework.

clownfish-proto

cmsis-nn

CMSIS-NN Library

dangsan

Research project in software reliability and security.

dangsan-1

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dds

DNN-Driven video Streaming

detr

End-to-End Object Detection with Transformers

eco-pytorch

PyTorch implementation for "ECO: Efficient Convolutional Network for Online Video Understanding", ECCV 2018

gnuplot

Gnuplot scripts

gpu_flow

GPU based optical flow extraction in OpenCV

gst-plugins-base

'Base' GStreamer plugins and helper libraries

gst-plugins-good

'Good' GStreamer plugins and helper libraries

gst-rtsp-server

RTSP server based on GStreamer

gstreamer

GStreamer open-source multimedia framework core library

keras-kinetics-i3d

keras implementation of inflated 3d from Quo Vardis paper + weights

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

llm.c

LLM training in simple, raw C/CUDA

lstmkf_iccv2017

Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

opticalflow_visualization

Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge

papers

Interesting scientific papers

presentations

My Presentations

pytorch-i3d

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4