mr-c-good Goto Github PK

ai_projects

I am a full-stack engineer for AI projects, glad to share my experience. pratices make the top engineer.

deep-learning-approach-for-surface-defect-detection

（最先进的缺陷检测网络） A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"

detection-of-piston-ring-appearance-surface-defect

机械毕设，用mfc基于opencv库开发的能够识别活塞环外观掉角、划痕的缺陷

faster-rcnn-tensorflow-python3

Tensorflow Faster R-CNN for Windows/Linux and Python 3 (3.5/3.6/3.7)

faster-rcnn_tf

Faster-RCNN in Tensorflow

fire-dataset

various of fire pictures and videos in the repository

fire-detection-image-dataset

This dataset contains normal images and images with fire. It is highly unbalanced to reciprocate real world situations. It consists of a variety of scenarios and different fire situations (intensity, luminosity, size, environment etc).

furg-fire-dataset

A dataset and evaluation scheme to provide an straightforward manner to compare the performance of different non-stationary video based fire detectors.

git_study

halcon_dlphay

halocon芯片缺陷检测

lgp_mura_detector

导光板缺陷检测(a simple mura detect project)

magnetic-tile-defect-datasets.

dataset of the upcoming paper "Saliency of magnetic tile surface defects"

model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

object_detection

helmet detection

onetbb

Official Threading Building Blocks (TBB) GitHub repository. For Commercial Intel® TBB distribution, please click here: https://software.intel.com/en-us/tbb

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

paddle-lite

Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎）

paddlehub

A toolkit for managing pretrained models of PaddlePaddle and helping user getting started with transfer learning more efficiently. （『飞桨』预训练模型管理和迁移学习工具 ）

paddleslim

PaddleSlim is an open-source library for deep model compression and architecture search.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

saliency-detection-toolbox

This is a Saliency detection toolbox Specially designed for surface defect detection.

surface-defect-detection

Automated On-line Fast Detection for Surface Defect of Steel Strip Based on Multivariate Discriminant Function

tensorflow-yolov4-tflite

YOLOv4, YOLOv3, YOLO-tiny Implemented in Tensorflow 2.0. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

tianchi_xuelang_ai

天池雪浪布匹瑕疵检测，初赛线上949，排名9/2403

video_smoke_detection

Spatio-Temporal Deep Neural Network Based Video Smoke Detection

work