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bounding-box-prediction-rl

Bounding box prediction in Object Tracking using Reinforcement Learning

cv_motion_prediction

distro

Unofficial maintenance repository of Torch7. It supports CUDA10.1, Volta, Turing, Docker https://hub.docker.com/r/nagadomi/torch7

een

EEN: Error Encoding Network

fadapt

Adaptive filter algorithms package for Matlab

futuregan

Official PyTorch Implementation of FutureGAN

hierarchical-model-for-long-term-video-prediction

Given the previous frames of the video as input, we want to get the long-term frame prediction.

iclr2017mcnet

Tensorflow implementation of the ICLR 2017 paper: Decomposing Motion and Content for Natural Video Sequence Prediction

im2flow

Im2Flow: Motion Hallucination from Static Images for Action Recognition (CVPR 2018)

master_thesis

Predicting future bounding boxes of dynamic obstacles from an egocentric perspective. Work in progress

motion-direction

Detect direction of the moving object

motionpredict_mdn_pytorch

This program is used to predict the future position distribution of certain objects according to their past states.

mouse_tracking_predictor

LSTM network to predict mouse movements - training, prediction and interactive dataset generation

multimedia_actionprediction_project3

Generative Adversarial Network have an extensive use in generating images, faces etc. The same network has an application in predicting next frame. Here we show the next action prediction using GANs

multiobjecttracker

Advanced multiple object tracker using dlib and OpenCV.

mv-tractus

A simple tool to extract motion vectors from mpeg videos.

object-location-detection

Using CNN to predicting the 3 Dimensional location of an object

object-prediction-and-collision-detection

Yolov3 + Tracking + Depth map estimation + prediction + collision detection

predcnn

Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)

predictmovingdirection

Convolutional Neural Network-Based Algorithm to Predict the Future Direction of Cell Movement

r2cnn_head_fpn_tensorflow

Position Detection and Direction Prediction for Arbitrary-Oriented Ships via Multiscale Rotation Region Convolutional Neural Network

social-distancing-prediction

Out-of-the-box code and models for social distancing early forecasting.

speed-calculation-of-an-object-using-image-difference

speed-camera

An application that can track and measure the speed of a moving object using the concept of Optical Flow.

strnn

Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts

tfoptflow

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

tracknpred

This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains implementations for several trajectory prediction methods including Social-GAN and TraPHic.

video-prediction-using-pytorch

Video Predicting using ConvLSTM and pytorch