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cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cvyoutian

graph-of-paper

my graph implement by some software, But

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

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)

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-yolo-v1

an experiment for yolo-v1, including training and testing.

saf-fcos

Reproduction of the official SAF-FCOS repo.

scconv

SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

vmamba

VMamba: Visual State Space Models，code is based on mamba

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov4-pytorch

这是一个YoloV4-pytorch的源码，可以用于训练自己的模型。

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information