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a_surface_defect_detection_based_on_positive_samples

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

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

air

Official Repository for ECCV 2020 paper "AiR: Attention with Reasoning Capability"

android-malware-detection

Android malware classification using both .java files and .so files

androidfamilyclassification

Scripts and programs for Android malware family classification.

androidmalwareanalysis

Malware analysis using SVM, classification it anroid application is malware or not.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

background-matting

Background Matting: The World is Your Green Screen

blog-backup

Personal blog posts and page backups.

cdcl

Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centerpoint

centertrack

Simultaneous object detection and tracking using center points.

colab_demo

**海洋大学视觉实验室前沿理论小组 pytorch 学习

cornernet

curve-gcn

Official PyTorch code for Curve-GCN (CVPR 2019)

cyclegan_with_two_d

new cycleGAN which has two discriminators: D_class and D_defect

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

defect-detection-classifier

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

extremenet

Bottom-up Object Detection by Grouping Extreme and Center Points

fairmot

A simple baseline for one-shot multi-object tracking

fastmaskrcnn

Mask RCNN in TensorFlow

fuku-ml

Simple machine learning library / 簡單易用的機器學習套件

gan-defect

demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch

hrnet-image-classification

Train the HRNet model on ImageNet