peter31726's starred repositories
Real-Time-Object-Detection-using-YOLO-v3
Implementing YOLO (object detection algorithm) in PyTorch
pytorch-yolo-v3
A PyTorch implementation of the YOLO v3 object detection algorithm
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
yolov3-pytorch
yolov3 and yolov3 tiny pytorch
ObjectDetection-OneStageDet
单阶段通用目标检测器
TinyYOLOv3-PyTorch
Implementation of Tiny YOLO v3 in Pytorch
yolov3_pytorch
Yolov3 (+tiny) pythonic pytorch implementation.
Awesome-work
some interesting work or tricks in object detection,image classification etc.
GHM_Detection
The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.
octconv.pytorch
PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Res2Net-PoolNet
Res2Net for Salient Object Detection using PoolNet
AutoAugment
Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
MixNet-PyTorch
A PyTorch implementation of MixNet: Mixed Depthwise Convolutional Kernels
ghostnet.pytorch
[CVPR2020] GhostNet: More Features from Cheap Operations
MobileNetV2-pytorch
Impementation of MobileNetV2 in pytorch
Ranger-Deep-Learning-Optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase
Bag_of_Tricks_for_Image_Classification_with_Convolutional_Neural_Networks
experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc
MobileNetV3
An implementation of MobileNetV3 with pyTorch
PytorchInsight
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
assembled-cnn
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
flops-counter.pytorch
Flops counter for convolutional networks in pytorch framework