Pinned Repositories
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Algorithms_Engineer_Interview
计算机视觉算法工程师实习生面试总结（微软、阿里、商汤、海康、华为、平安offer）
awesome-multiple-object-tracking
Resources for Multiple Object Tracking (MOT)
blog
个人博客 hexo
Comparison
Compare performances of algorithms on Objcet Tracking Benchmarks (SOT/MOT...)
CVPR2022-Paper-Code-Interpretation
cvpr2019 papers
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。
kongbia.github.io
个人博客 hexo
picgo
Single_Object_Tracking_Paper_List
Paper list for single object tracking
kongbia's Repositories
kongbia/CVPR2022-Paper-Code-Interpretation
cvpr2019 papers
kongbia/Single_Object_Tracking_Paper_List
Paper list for single object tracking
kongbia/kongbia.github.io
个人博客 hexo
kongbia/blog
个人博客 hexo
kongbia/picgo
kongbia/Algorithms_Engineer_Interview
计算机视觉算法工程师实习生面试总结（微软、阿里、商汤、海康、华为、平安offer）
kongbia/awesome-multiple-object-tracking
Resources for Multiple Object Tracking (MOT)
kongbia/Comparison
Compare performances of algorithms on Objcet Tracking Benchmarks (SOT/MOT...)
kongbia/darknet
Convolutional Neural Networks
kongbia/GlobalTrack
Official PyTorch implementation of "GlobalTrack: A Simple and Strong Baseline for Long-term Tracking" @ AAAI2020.
kongbia/ICCV2021-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
kongbia/LeetcodeTop
汇总各大互联网公司容易考察的高频leetcode题🔥
kongbia/LSOTB-TIR
LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark (ACM MM2020)
kongbia/maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
kongbia/Online-Visual-Tracking-SOTA
kongbia/OSTrack
[ECCV 2022] Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework
kongbia/PaperWriting
kongbia/pysot
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
kongbia/pytorch-classification
Config File is All You Need: An Image Classification Codebase Written in PyTorch
kongbia/pytorch-ssd
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
kongbia/PyTorch_YOLOv4
PyTorch implementation of YOLOv4
kongbia/SiamBAN-Aug
This project hosts the code for implementing the SiamBAN-Aug algorithm for "Augment One with Others: Generalizing to Unforeseen Variations for Visual Tracking"
kongbia/simrdwn
Rapid satellite imagery object detection
kongbia/SmallObjectDetectionList
List of the Papers Addressing Vision-based Small Object Detection
kongbia/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
kongbia/Transformer_Tracking
This repository is a paper digest of Transformer-related approaches in visual tracking tasks.
kongbia/TransT
Transformer Tracking (CVPR2021)
kongbia/Visual-Tracking-Development
Visual Object Tracking
kongbia/Yolo_Label
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 https://github.com/AlexeyAB/darknet, https://github.com/pjreddie/darknet
kongbia/YOLOv3-model-pruning
对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变