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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
一些关于目标检测的脚本的改进思路代码，详细请看readme.md
A PyTorch Implementation of Single Shot MultiBox Detector
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…
OpenMMLab Pre-training Toolbox and Benchmark
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
这是一个faster-rcnn的pytorch实现的库，可以利用voc数据集格式的数据进行训练。
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas lik…
[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition
Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
这是各个主干网络分类模型的源码，可以用于训练自己的分类模型。
RT-GENE: Real-Time Eye Gaze and Blink Estimation in Natural Environments
这是一个centernet-pytorch的源码，可以用于训练自己的模型。
这是一个efficientdet-pytorch的源码，可以用于训练自己的模型。
Small Object Detection Algorithm Incorporating Swin Transformer for Tea Buds
这是一个retinanet-pytorch的源码，可以用于训练自己的模型。
This is Eyes 👁️ 👁️ Tracking Project, here we will use computer vision techniques to extracting the eyes, Mediapipe python modules will provide the face landmarks,
这是一个mobilenet-ssd-keras的源码，可以用于训练自己的轻量级ssd模型。
SSD 改进：backbone增加resnet，并针对resnet加入attention机制，为了充分利用细节特征和语义特征，还加入了特征融合模型
Gaze-Tracking based on head orientation and eye orientation
这是一个efficientdet-tf2（tensorflow2）的源码，可以用于训练自己的模型。
In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking