Guocheng (bot66)

bot66

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Location:GuangZhou China

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Guocheng's repositories

MNISTDiffusion

Implement a MNIST(also minimal) version of denoising diffusion probabilistic model from scratch.The model only has 4.55MB.

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SoftmaxFocalLoss

An intuitive pytorch implementation of softmax focal loss which can be used to train classification and segmentation tasks.

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yolov5_tinytrt

Deploy yolov5 on TensorRT with Libtinytrt ⚡️.Both x86 and ARM(NVIDIA Jetson).

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yolov5_pruning

Network pruning on yolov5.

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kitti_baseline

The "Hello World" approch of KITTI Benchmark

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lstms

Pytorch implementation of different LSTM based RNN architetures for different NLP tasks.

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carla_leaderboard

carla leaderboard 2.0

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code-for-blog

Code samples from my blog

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config

vim etc.

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d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

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fopnp

Foundations of Python Network Programming (Apress) — scripts and examples

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fucking-algorithm

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

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inference_sample_collection

Sample code collection of mainstream inference frameworks in C++.

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LAV

(CVPR 2022) A minimalistic mapless end-to-end stack for joint perception, prediction, planning and control for self driving.

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mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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ncnn

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

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onnx2caffe

onnx模型转caffe模型的工具

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open-metric-learning

Library for metric learning pipelines

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opencv

Open Source Computer Vision Library

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ORB_SLAM3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

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pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

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pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

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slowgrad

deep learning framework, but a slower way.

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sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

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tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

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tiny-tensorrt

A simple, efficient, easy-to-use Nvidia TensorRT wrapper, support c++ and python.

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tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

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torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

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torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

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vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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