ZacharyXue

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tutorials

Tutorials for creating and using ONNX models

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KuiperCourse

b站上的课程

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KuiperInfer

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

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ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

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mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

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mmfewshot

OpenMMLab FewShot Learning Toolbox and Benchmark

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mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

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onnx

Open standard for machine learning interoperability

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OpenMMLabCourse

OpenMMLab course index and stuff

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Train_Custom_Dataset

标注自己的数据集，训练、评估、测试、部署自己的人工智能算法

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qTox

qTox is a chat, voice, video, and file transfer IM client using the encrypted peer-to-peer Tox protocol.

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CppPrimer

《C++ Primer第五版》学习笔记:books:

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openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

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mmdeploy

OpenMMLab Model Deployment Framework

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YOLOv3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

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open_model_zoo

Pre-trained Deep Learning models and demos (high quality and extremely fast)

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yolov7

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

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PyTorch_YOLOv4

PyTorch implementation of YOLOv4

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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YOLOv5-Lite

🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

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TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

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yolov5-onnx-tensorrt

How to run yolov5 model using TensorRT.

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Model_Deployment

深度学习模型部署基础

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mmdetection

OpenMMLab Detection Toolbox and Benchmark

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iterdet

[S+SSPR2020] IterDet: Iterative Scheme for Object Detection in Crowded Environments

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SparseR-CNN

[CVPR2021, PAMI2023] End-to-End Object Detection with Learnable Proposal

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Iter-E2EDET

Official implementation of the paper "Progressive End-to-End Object Detection in Crowded Scenes"

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pointcloud-rangeimage-prediction

predict pointcloud rangeimage using deep learning for compression

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tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

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caffe

Caffe: a fast open framework for deep learning.

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