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ai_projects

I am a full-stack engineer for AI projects, glad to share my experience. pratices make the top engineer.

autoware.ai

Open-source software for self-driving vehicles

data_generator_object_detection_2d

A data generator for 2D object detection

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

faster-rcnn-keras

注释版的keras实现的faster-rcnn

keras-faster-rcnn

Cloned from https://github.com/yhenon/keras-frcnn. Added resnet101 support

keras-maskrcnn

Keras implementation of MaskRCNN object detection.

keras-retinanet

Keras implementation of RetinaNet object detection.

keras_tfrecord

Extending Keras to support tfrecord dataset

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models

Models and examples built with TensorFlow

object-detection-api-tensorflow

Object Detection API Tensorflow

object_detection_kitti

TF Object Detection on Kitti Data

opencv-python-tutorial

OpenCV问答群1,QQ群号:187436093

pascal-tfrecord

python-bom

Python flat bill-of-material program based on Excel files

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-object-detection-tutorial

The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch

tensorflow_object_detection_create_coco_tfrecord

Convert coco dataset to tfrecord for the tensorflow detection API.

tfrecord_utility

Generate and view TensorFlow's TFRecord file.

traffic-signs-tensorflow

Traffic Signs Detection and Recognition with Tensorflow

understaing-datasets-estimators-tfrecords

Try to use tf.estimator and tf.data together to train a cnn model.