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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

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

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"

deep-learning-for-image-processing

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

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[email protected] 版权所有，违权必究 Tan 2018.06

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.

efficientnet-b5-b6417697

efficientnet-b5-b6417697.pth

efficientnet-b5-b6417697.pth

facemaskdetection

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

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。

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-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-tensorrt

pytorch model tensorrt inference code

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

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

universenet

Object detection. EfficientDet-D5 level COCO AP in 20 epochs. SOTA single-stage detector on Waymo Open Dataset.

water-pipe-character-recognition

Readme内有部分小技巧，不喜勿喷哈

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