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Chengwei Zhang (@Tony607)

Tony607

Stars
2,856
Global Rank 9,996 (Top 0.4 %)
Followers 568
Following 5
Registered over 11 years ago
Most used languages

Jupyter Notebook
57.8 %

Python
20.5 %

JavaScript
7.2 %

C
4.8 %

C++
3.6 %

CSS
1.2 %

OpenSCAD 1.2 %

Java
1.2 %

C#
1.2 %

Shell
1.2 %

voc2coco

How to create custom COCO data set for object detection

Jupyter Notebook

Keras_Deep_Clustering

How to do Unsupervised Clustering with Keras

Jupyter Notebook

labelme2coco

How to create custom COCO data set for instance segmentation

Jupyter Notebook

object_detection_demo

How to train an object detection model easy for free

Jupyter Notebook

Keras-Trigger-Word

How to do Real Time Trigger Word Detection with Keras | DLology

Jupyter Notebook

Keras_age_gender

Easy Real time gender age prediction from webcam video with Keras

colab-mask-rcnn

How to run Object Detection and Segmentation on a Video Fast for Free

Jupyter Notebook

efficientnet_keras_transfer_learning

Transfer Learning with EfficientNet in Keras

Jupyter Notebook

Focal_Loss_Keras

Multi-class classification with focal loss for imbalanced datasets

Jupyter Notebook

Keras_face_identification_realtime

Live Face Identification with pre-trained VGGFace2 model

mmdetection_object_detection_demo

How to train an object detection model with mmdetection

Jupyter Notebook

Yelp_review_generation

How to generate realistic yelp restaurant reviews with Keras

Jupyter Notebook

keras-image-ocr

How to train a Keras model to recognize variable length text | DLology

Jupyter Notebook

tf_jetson_nano

How to run Keras model on Jetson Nano

Jupyter Notebook

YOLO_Object_Localization_Keras

Gentle guide on how YOLO Object Localization works with Keras (Part 2)

Jupyter Notebook

Keras_Bag_of_Tricks

Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras

keras-tf-pb

How to convert trained Keras model to a single TensorFlow .pb file and make prediction

Jupyter Notebook

detectron2_instance_segmentation_demo

How to train Detectron2 with Custom COCO Datasets | DLology

Jupyter Notebook

Chinese_sentiment_analysis

Tutorial for Chinese Sentiment analysis with hotel review data

Cybergear

小米微电机Cybergear上手开发

Jupyter Notebook

ROC-Keras

Simple guide on how to generate ROC plot for Keras classifier | DLology

Jupyter Notebook

Text_multi-class_multi-label_Classification

Reuters-21578 multi-class multi-label Classification with Keras

Jupyter Notebook

Keyword-detection

Simple Speech Keyword Detecting with Depthwise Separable Convolutions | DLology

Keras-Text-Transfer-Learning

Keras + Universal Sentence Encoder = Transfer Learning for text data

Jupyter Notebook

ALOCC_Keras

Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.

Jupyter Notebook

keras_openvino

How to run Keras model inference x3 times faster with CPU and Intel OpenVINO

Jupyter Notebook

jetson_nano_trt_tf_ssd

How to run SSD Mobilenet V2 object detection on Jetson Nano at 20+ FPS

Keras_catVSdog_tf_estimator

Source for post "An Easy Guide to build new TensorFlow Datasets and Estimator with Keras Model"

Jupyter Notebook

Industrial-Defect-Inspection-segmentation

Automatic Defect Inspection with End-to-End Deep Learning

Jupyter Notebook

mmdetection_instance_segmentation_demo

How to train an instance segmentation model with mmdetection

Jupyter Notebook

arm_nn_examples

How to run deep learning model on microcontroller with CMSIS-NN

Jupyter Notebook

Keras_TimeseriesGenerator

How to use Keras TimeseriesGenerator for time series data

Jupyter Notebook

Summarizing_Text_Amazon_Reviews

[Tutorial] Summarizing Text with Amazon Reviews

Jupyter Notebook

tf_audio_signal

How to run GPU accelerated Signal Processing in TensorFlow

Jupyter Notebook

Landmark-Retrival

Easy Landmark Image Recognition with TensorFlow Hub DELF Module

Jupyter Notebook

keras_mixup_generator

How to do mixup training from image files in Keras

Jupyter Notebook

prune-keras

How to compress your Keras model x5 smaller with TensorFlow model optimization

Jupyter Notebook

Keras_RK3399pro

How to run Keras model on RK3399Pro

Keras_BayesianOptimization

How to do Hyper-parameters search with Bayesian optimization for Keras model | DLology

Jupyter Notebook

BatchNormalization_Keras

Source code for "One simple trick to train Keras model faster with Batch Normalization"

Jupyter Notebook

DeepMagicMirror

Deep Magic Mirror with StarGAN

Jupyter Notebook

SentimentStock

Simple Stock Sentiment Analysis with news data in Keras

Jupyter Notebook

keras_mnist

Train a Keras MNIST model for Movidius NCSDK2

Jupyter Notebook

Medical_Triage

Keras deep learning tutorial- Medical triage with patient query

Jupyter Notebook

Keras-Colors

How to train a Keras model to generate colors

Jupyter Notebook

Fine-Tune-Emotion

Teach Old Dog New Tricks - Train Facial identification model to understand Facial Emotion

Jupyter Notebook

Keras_auto

How to perform Keras hyperparameter optimization x3 faster on TPU for free

Jupyter Notebook

voice-camera

DIY Object Detection Doodle camera with Raspberry Pi

video_objects

Person tracking camera app for Movidius NCSDK2

aarch64_python_packages

Collection of pre-compiled aarch64 python packages

webcam-pong

Transfer Learning to play Pong via the Webcam

keras_vggface

TF keras_vggface

Can_You_Trust_Keras_Model

Can you trust a Keras model to distinguish African elephant from Asian elephant?

Jupyter Notebook

Tiny_sonar

DIY a I2C Maxbotic sonar sensor with Tiny 85 and US-020 sonar sensor

Pricing_Challenge

How to teach AI to suggest product prices to online sellers

Jupyter Notebook

jetson_nvidia_dockers

Jetson nvidia dockers

web_vr

Google Cardboard VR web viewer

keras_sparse_categorical_crossentropy

Examples to use Keras sparse_categorical_crossentropy

Jupyter Notebook

DiveVR

Unity VR Project Android

TypeApp

A GUI tool automatically types to VNC console.

pytorch-tensorboard

How to run Tensorboard for PyTorch 1.1.0 inside Jupyter notebook

Jupyter Notebook

Keras_Multi_task

Complementary source code for "How to Multi-task learning with missing labels in Keras"

Jupyter Notebook

Automatic-Parking

Keras-RNN-return

How to use return_state or return_sequences in Keras

Jupyter Notebook

Keras_Regularization

Two Simple Recipes for Over Fitted Model

Jupyter Notebook

mmdetection

video_objects_threaded

Build a DIY security camera with neural compute stick

SimpleVR_android_client

Android client for the surrogate project

CamGimbal

Arduino sketch to add an turret and turn the camera which follows people around.

Arduino

Arduino Workspace

Acoustic_Diagnosis

Source code for "Try this model to quickly tell if it is a faulty motor by listening"

Jupyter Notebook

blog_statics

Host my static files in my blog

machineLearning

my machine learning eclipse project

TwoWheels

NodeDLServer

Surrogate3DPrint

3D prints part for the surrogate project

newproject

Hello world example travis-ci with pytest

Print3d

3d printer models created by openscad or other tools

gitbook_doc

Android_Project

PhoneGapTest

a PhoneGap Test project

ai_for_robotic

remote

remote-control-and-mouse-app

Automatically exported from code.google.com/p/remote-control-and-mouse-app

skynet

node skynet apps

PythonHelloServer

Python Hello world Server

reflections

neato_LIDAR

TinyNewPing

AT tiny 85 sonar sensor library. Support trig & echo on same wire, tested on sonar sensor US-020

aws_node

Amazon AWS node js test project

webui