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1zlab_pyespcar

1ZLab在准备挑选合适的小车来研发计算机视觉的教程时候 , 发现习惯了Python语法的我们, 在市面上找不到合适小车, 后来我们选了ESP32作为小车的控制主板, 可以使用Python对其进行交互式编程, 极大的提升了开发效率.

car-detection

YOLO

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deeplearning

DeepLearning

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

facenet

Face recognition using Tensorflow

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models

machinelearner2020

Config files for my GitHub profile.

models

Models and examples built with TensorFlow

opencv-python

Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

plotneuralnet

Latex code for making neural networks diagrams

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

pytorch_yolov4

PyTorch implementation of YOLOv4

sort

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

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-object-detection-api-tutorial-train-multiple-objects-windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

tesseract

Tesseract Open Source OCR Engine (main repository)

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

yolov5-deepsort-fastreid

yolov5-deepsort-pedestrian-counting

yolov5 + deepsort实现了行人计数功能， 统计摄像头内出现过的总人数，以及对穿越自定义黄线行人计数效果如下

yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931)

yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/