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Language: Python
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Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
3D ResNets for Action Recognition (CVPR 2018)
Efficient 3D human pose estimation in video using 2D keypoint trajectories
Convolutional neural network model for video classification trained on the Kinetics dataset.
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
Inflated i3d network with inception backbone, weights transfered from tensorflow
A Python project which can detect gender and age using OpenCV of the person (face) in a picture or through webcam.
pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef enu eci
Rank Consistent Ordinal Regression for Neural Networks with Application to Age Estimation
Stochastic Adversarial Video Prediction
[ITS'21] Human Trajectory Forecasting in Crowds: A Deep Learning Perspective
Gender detection (from scratch) using deep learning with keras and cvlib.
The project is an official implementation of our CVPR2020 paper "Attention Mechanism Exploits Temporal Contexts: Real-time 3D Human Pose Reconstruction"
Scalable Gaussian Process Regression Networks
Code and data for "Towards Robust Human Trajectory Prediction in Raw Videos" IROS 2021
Code for SE3-Pose-Nets paper from ICRA 2018.
Code for SE3-Pose-Nets paper from ICRA 2018.
Stochastic Adversarial Video Prediction
The visualization of annotation files for different pedestrian datasets.