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serissa's Projects

rmnet icon rmnet

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

segnext icon segnext

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

sphereface icon sphereface

This is a MNIST Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

textboxes icon textboxes

TextBoxes: A Fast Text Detector with a Single Deep Neural Network https://github.com/MhLiao/TextBoxes 基于SSD改进的文本检测算法,textBoxes_note记录了之前整理的笔记。

tf-insightface icon tf-insightface

A better tensorflow implementation of deepinsight, aiming at smoothly production ready for cross-platforms. Currently only with inference, training code later.

unext-pytorch icon unext-pytorch

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

wordart icon wordart

The official code of CornerTransformer (ECCV 2022, Oral) on top of MMOCR.

yolop icon yolop

You Only Look Once for Panopitic Driving Perception.(https://arxiv.org/abs/2108.11250)

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov5-lite icon yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

yolov6 icon yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

yolov7 icon yolov7

🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

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