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2d_pose_estimation

C++ TFLite推理2D姿态模型

adamp

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

annotated_deep_learning_paper_implementations

🧑‍🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠

automl

Google Brain AutoML

awesome-attention-mechanism-in-cv

:punch: 计算机视觉中用到的注意力模块和其他即插即用模块PyTorch Implementation Collection of Attention Module and Plug&Play Module

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centernet_mod

python3.7;pytorch1.4.0

centernet_project

python3.7;pytorch1.4.0

centerpoint

code1

colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

composer

Train neural networks up to 7x faster

cplusplusthings

C++那些事

deit

Official DeiT repository

detr

End-to-End Object Detection with Transformers

dlaicourse

Notebooks for learning deep learning

esp32-projects

ESP32 projects repo

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

image-contrast-enhancement

C++ implementation of several image contrast enhancement techniques.

labelimg2

labelImg2 with rotated box and extra label support

letsgo_1

Config files for my GitHub profile.

lightly

A python library for self-supervised learning on images.

lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOv5, YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, YOLOv7, YOLOv8. MNN, NCNN, TNN, ONNXRuntime.

mobilenet-ssd-v2

Mobilenet-ssd-v2

mobilenet-yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

ncnn

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

nn-cuda-example

Several simple examples for popular neural network toolkits calling custom CUDA operators.