Daliang's repositories
centernet-visdrone
Simple implement of CenterNet on VisDrone dataset.
Corner-and-Feature-Detection-Matching
An assignment for Computer Vision where I programmed Hough Lines, Harris Corner Detection, and SIFT algorithms from scratch.
data-augmentation
Data Augmentation for Object Detection with Python and OpenCV
Feature-Detection-Description-Matching-and-Natural-AR-of-Images
Used Spyder tool and Python to detect, describe and visualize Scale-Invariant Feature Transform features of images.
GFocalV2
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021
groomed_nms
Official PyTorch Code of GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection (CVPR 2021)
halonet-pytorch
Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones
Homography-Object_detection
Homography is technique involving mapping one image to another based on their corresponding related good features . In this project, we can find out the given image from the video feed provided real-time. This project involves feature detection using SIFT algorithm and images are matched by FLANN and K- Nearest Neighbor Technique
image_retrieval_platform
This is an simple image retrieval platform by CNN based on pytorch and flask.
insightface
Face Analysis Project on MXNet
involution_pytorch
Unofficial implementation of the Involution operation from CVPR 2021
MobileNet-YOLO
A caffe implementation of MobileNet-YOLO detection network
MSAD
Multi-Scale Aligned Distillation for Low-Resolution Detection (CVPR2021)
Object-detection-converts
Objects365/COCO数据集转换为xml格式，并转为yolo的txt格式，xml数据统计更改
ObjectTracking
An object tracking for humans 🔬
OD_Confluence
The replacement of traditional NMS post-processing method in object detection 目标检测中替代传统NMS的后处理方式
pyncnn
python wrapper of ncnn with pybind11
PyTorch-Spiking-YOLOv3
A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.
pytorch_face_landmark
Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detector on CPU.
RDIoU
Repulsion DIoU Loss Function for Reducing False Positive Rates in Crowd Detection
SA-Net
Code for our ICASSP 2021 paper: SA-Net: Shuffle Attention for Deep Convolutional Neural Networks
SIFT-algorithm-image-matcher
PURPOSE to Understand SIFT through video subject matching Present code require video device to be connected to computer eg-WebCam Capture Test Image to match with other images Good Matches will be represented through images graphs and its numeric count in console
UAV-ROD
A benchmark of UAV-ROD dataset.
yolov5_deepsort
A multi-task(detection, tracking, dense estimation, object counting) frame-work based on yolov5+deepsort
YOLOv5_DOTA_OBB
YOLOv5 in DOTA with CSL_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于YOLOv5的旋转目标检测