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a_surface_defect_detection_based_on_positive_samples

generate randomly defects on positive samples and restore them with GAN.

a_util_for_params

自己写的一个工具类，方便管理和使用深度学习的各种超参数

baseline_segment_resunet_pytorch

a baseline for defect segmentation

bilinear_convtranspose_pytorch

A implement of bilinear interpolation with ConvTranspose(用转置卷积实现双线性插值过程）

common_tools

dataset_apis

一些自己实现的数据接口 ( A repository to store the dataset APIs I have accomplished )

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

A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"

defectmaker

DefectMaker is convenient libary to generate synthetic samples for unsupervised anomaly detection

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

grad_cam_pytorch

PyTorch implementation of Grad-CAM with hook

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

mws

Code for paper in CVPR2019, 'Multi-source weak supervision for saliency detection'

ocr_crnn-attention

A Tensorflow implementation of CRNN with attention mechanism for OCR recognition

ocr_crnn-ctc

A Tensorflow implementation of CRNN with CTC loss for OCR recognition

ocr_fcnn_pytorch

opencv_imgviewer_dll_solution

pytorch-cutpaste

unoffical and work in progress PyTorch implementation of CutPaste

pytorch-grad-cam_batch

PyTorch implementation of Grad-CAM

reb

REB：Reducing Biases in Representation for Industrial Anomaly Detection

res-unet_pytorch

通过将残差网络作为编码器，改进UNet ( improving the unet by using the resnet as the encoder )

resnet_for_grayimage_pytorch

将resnet的输入通道设置为1，以适用单通道图片。导入预训练模式时，丢弃第一个卷积层权重。

surface-inspection-defect-detection-dataset

This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, saliency detection，etc

tensorrt_yolov5_demo

tensorRT_yolov5_demo

test_repo

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

vs2019_tensorrt_yolov5_dll_pro

x2020_baseline

“2020创青春·交子杯” 新网银行金融科技挑战赛AI算法赛道baseline