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ai-competition-collections

收集整理各种人工智能比赛经验帖。【从他人比赛经验中，总是可以学到很多东西】

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

awesome_deep_learning_interpretability

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

centertrack

Simultaneous object detection and tracking using center points.

chatglm-tuning

一种平价的chatgpt实现方案, 基于ChatGLM-6B

classification_models

Classification models trained on ImageNet. Keras.

dhm

[CVPR 2020] Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

feature-purity

filter-pruning-with-weight-attention

gain

Pytorch implementation of paper: [Tell Me Where to Look: Guided Attention Inference Network](http://openaccess.thecvf.com/content_cvpr_2018/papers/Li_Tell_Me_Where_CVPR_2018_paper.pdf)

gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

google-research

Google Research

grad-cam.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

hfc

Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

keras_yolov3-for-medical-lesion-detection

keras_yolov3 for medical lesion detection

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

mcmot

Real time one-stage multi-class & multi-object tracking based on anchor-free detection and re-id

milvus

An open-source vector database for embedding similarity search and AI applications.

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

nnunetweight

nnunet weights

palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-progressive_growing_of_gans

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

pytorch-spectral-normalization-gan

Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-

res2net-pretrainedmodels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

rlhf

Implementation of Chinese ChatGPT

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

udp-pose

Official code of The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation