zhengye1995/Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5
A third-place solution for a cloth defect detection competition using deep learning object detection (Cascade-RCNN).
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This repository contains the complete code for a competition solution on cloth defect detection using computer vision. The approach employs Cascade-RCNN, a multi-stage object detection framework based on Faster R-CNN, combined with a change detection methodology that merges test images with template images to identify fabric defects. The solution was developed in Python and ranked 3rd in the 2019 Guangdong Industrial Intelligent Manufacturing Innovation Competition hosted on Alibaba Cloud’s Tianchi platform.
Frequently asked
- What is zhengye1995/Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5?
- A third-place solution for a cloth defect detection competition using deep learning object detection (Cascade-RCNN).
- Is Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5 open source?
- Yes — zhengye1995/Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5 is an open-source project tracked on heatdrop.
- What language is Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5 written in?
- zhengye1995/Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5 is primarily written in Python.
- How popular is Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5?
- zhengye1995/Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5 has 417 stars on GitHub.
- Where can I find Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5?
- zhengye1995/Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5 is on GitHub at https://github.com/zhengye1995/Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5.