DY's repositories
Faster-RCNN
首先这是一个博主的代码，博主：https://space.bilibili.com/18161609/channel/detail?cid=113611&ctype=0。本人基于学习之余对改代码进行修改，利用该代码对天池重庆工业酒瓶缺陷检测。
Water-pipe-character-recognition
Readme内有部分小技巧，不喜勿喷哈
A_surface_defect_detection_based_on_positive_samples
generate randomly defects on positive samples and restore them with GAN.
baseline_segment_Resunet_pytorch
a baseline for defect segmentation
Classification-model-framework
This is an integration framework for classification models
CNN_Model_and_DY_Tool
此工程包含一些零散的CNN分类以及分割模型，在units以及Dy_tool，Dataset中可以找到一些工具包以及数据接口
Deep-Learning-Approach-for-Surface-Defect-Detection
A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
efficientnet-b5-b6417697.pth
efficientnet-b5-b6417697.pth
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Segmented-model-framework
This is an integration framework about segmentation model, and the framework mainly adopts RESUNT
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
temporal-shift-module
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
test_gpu_pytorch
测试gpu环境
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
CHINESE-OCR
[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别
chineseocr
yolo3+ocr
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
Defect-detection-based-on-positive-samples
This is a baseline for the industrial defect inspection competition,Only normal samples of the product will be provided during the competition,A defective sample of the product needs to be tested.
FaceMaskDetection
开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
MASR
Pytorch实现的MASR中文语音识别，目前纯CNN网络，自带3个常见的公开中文语音数据集。
mmdeploy
OpenMMLab Model Deployment Framework
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
PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）
People-Counting-in-Real-Time
People Counting in Real-Time with an IP camera.
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
UniverseNet
Object detection. EfficientDet-D5 level COCO AP in 20 epochs. SOTA single-stage detector on Waymo Open Dataset.
yolact
A simple, fully convolutional model for real-time instance segmentation.