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ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

computer-networks

coursera-deeplearning-specialization

Homework from the deeplearning.ai Deep Learning Specialization on Coursera (Completed)

csc223

NBA_SALARY_ANALYSIS

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

detr

End-to-End Object Detection with Transformers

facenet

Face recognition using Tensorflow

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

keras

Deep Learning for humans

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

machine-learning-projects

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nmt

TensorFlow Neural Machine Translation Tutorial

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

pytorch_gan_zoo

A mix of GAN implementations including progressive growing

sta-220-wq-2022

surface-defect-detection-in-hot-rolled-steel-strips

This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted surface, inclusion and scratches. A CNN is trained on the NEU Metal Surface Defects Database which contains 1800 grayscale images with 300 samples of each of the six different kinds of surface defects.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-2.x-yolov3

YOLOv3 implementation in TensorFlow 2.3.1

transformer

PyTorch Implementation of "Attention Is All You Need"

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

visual-question-answering

Visual Question Answering Model using Tensorflow 2.0

yapmitai

yolo3-pytorch

这是一个yolo3-pytorch的源码，可以用于训练自己的模型。

yolov3-calculate-anchor-boxes

This script performs K-means Clustering on the Berkeley Deep Drive dataset to find the appropriate anchor boxes for YOLOv3. Originally it has 9 anchor boxes and image size is 608x608. For any issues pleas let me know

yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite