Frederic Zhang's Projects
5-point algorithm based on David Nister solution
Official PyTorch implementation for the paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"
Camera calibration program using 3d grid in Matlab
A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
COCO API - Dataset @ http://cocodataset.org/
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
Deep Declarative Networks
End-to-End Object Detection with Transformers
[CVPR2023] This is an official implementation of paper "DETRs with Hybrid Matching".
Utilities for the human-object interaction detection dataset HICO-DET
CAUTION! This implementation returns inaccurate results on noisy data from real images albeit working perfectly on synthetic data. It is purposed to help understand the algorithm but not encouraged to be used in large projects..
A deep learning library to enable rapid prototyping
[ICCV'23] Official PyTorch implementation for paper "Exploring Predicate Visual Context in Detecting Human-Object Interactions"
Extract and match features using SIFT descriptors
[ICCV'21] Official PyTorch implementation for paper "Spatially Conditioned Graphs for Detecting Human–Object Interactions"
[CVPR'22] Official PyTorch implementation for paper "Efficient Two-Stage Detection of Human–Object Interactions with a Novel Unary–Pairwise Transformer"
Utilities for the dataset V-COCO in Python3