sumingming123

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

CPANet

decoupled-two-stage-framework

FPCB Surface Defect Detection: A Decoupled Two-Stage Object Detection Framework

EDRNet

⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects

mixed-segdec-net-comind2021

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

MINet

Code for TII 2024 paper. MINet: Multiscale Interactive Network for Real-Time Salient Object Detection of Strip Steel Surface Defects

YOYOF-in-defect-detection

The first to adopt the YOLOF model on a metal defect NEU-DET dataset. Using several image preprocessing methods, including Edge Detection, Denoising, Sharpening, and SR, were experimented on the metal defect NEU-DET dataset. In the proposed optimized batch size, backbone, soft efficient non-maximum sup-pression (Soft-NMS), and threshold of YOLO.

LF-YOLO

LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.

NEU-DET-Steel-Surface-Defect-Detection

This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.

one-shot-steel-surfaces

One-Shot Recognition of Manufacturing Defects in Steel Surfaces

frame-interpolation

FILM: Frame Interpolation for Large Motion, In ECCV 2022.

ES-imagenet-master

code for generating data set ES-ImageNet with corresponding training code

v2e

V2E: From video frames to DVS events

rpg_esim

ESIM: an Open Event Camera Simulator

rpg_vid2e

Open source implementation of CVPR 2020 "Video to Events: Recycling Video Dataset for Event Cameras"

EventGAN

Official repository for the paper: Zhu, Alex Zihao, et al. "EventGAN: Leveraging Large Scale Image Datasets for Event Cameras." arXiv preprint arXiv:1912.01584 (2019).

events_viz

Visualize event camera data in Python (EVIS course at TU Berlin)

event_representation

Event-based camera data representation and processing. Some common representations and reference codes.

cuke-emlb

A benchmark for event-based denoising.

bimvee

Batch Import, Manipulation, Visualisation and Export of Events etc

Event-Camera-Image-Reconstruction

Image reconstruction using an event camera.

rpg_davis_simulator

Simulate a DAVIS camera from synthetic Blender scenes

rpg_asynet

Code for the paper "Event-based Asynchronous Sparse Convolutional Networks" (ECCV, 2020).

Awesome-Events-Deep-Learning

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

ESLAM-Survey

Event-based Simultaneous Localization and Mapping: A Survey

ESD_labeling_tool

Bimodal-SegNet

FRLW-EvD

Code of Liu, Bingde, et al. "Motion robust high-speed light-weighted object detection with event camera." IEEE Transactions on Instrumentation and Measurement (2023).

LEOD

Code release for CVPR 2024 paper LEOD: Label-Efficient Object Detection for Event Cameras