Junpeng Zhang's repositories
satellite_video_mod_groundtruth
This is a set of groundtruth on satellite video for evaluating moving object detection algorithm.
awesome-cmake
A curated list of awesome CMake resources, scripts, modules, examples and others.
awesome-knowledge-distillation
Awesome Knowledge Distillation
mmdetection
Open MMLab Detection Toolbox and Benchmark
OBBDetection
OBBDetection is an oriented object detection library, which is based on MMdetection.
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms
ObjectDetectionImbalance
Lists the papers related to imbalance problems in object detection
caffe
Caffe: a fast open framework for deep learning.
COIN-OR-OptimizationSuite
A harness for building the bundled suite of interoperable optimization tools available in the COIN-OR repository.
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Knowledge-Distillation-Paper
This resposity maintains a series of papers on knowledge distillation.
mmdetection-distiller
This is a knowledge distillation toolbox based on mmdetection.
mmtracking
OpenMMLab Video Perception Toolbox. It supports Single Object Tracking (SOT), Multiple Object Tracking (MOT), Video Object Detection (VID) with a unified framework.
opengm
A C++ Library for Discrete Graphical Models
pcl.pytorch
PyTorch codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".
PyMaxflow
Python library for creating flow networks and computing the maxflow/mincut (aka graph-cuts for Python)
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
RankSortLoss
Official PyTorch Implementation of Rank & Sort Loss for Object Detection and Instance Segmentation [ICCV2021]
RotationDetection
This is a tensorflow-based rotation detection benchmark, also called UranusDet.
ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
swa_object_detection
SWA Object Detection
tao
Code for downloading and using the TAO dataset: http://taodataset.org/
WSOD2
[ICCV'19] WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
zhangjunpeng9354
Config files for my GitHub profile.