Chengwei Zhang (@Tony607)

Top repositories

1

voc2coco

How to create custom COCO data set for object detection
Jupyter Notebook
253
star
2

Keras_Deep_Clustering

How to do Unsupervised Clustering with Keras
Jupyter Notebook
234
star
3

labelme2coco

How to create custom COCO data set for instance segmentation
Jupyter Notebook
179
star
4

object_detection_demo

How to train an object detection model easy for free
Jupyter Notebook
176
star
5

Keras-Trigger-Word

How to do Real Time Trigger Word Detection with Keras | DLology
Jupyter Notebook
162
star
6

Keras_age_gender

Easy Real time gender age prediction from webcam video with Keras
Python
152
star
7

colab-mask-rcnn

How to run Object Detection and Segmentation on a Video Fast for Free
Jupyter Notebook
118
star
8

efficientnet_keras_transfer_learning

Transfer Learning with EfficientNet in Keras
Jupyter Notebook
88
star
9

Focal_Loss_Keras

Multi-class classification with focal loss for imbalanced datasets
Jupyter Notebook
82
star
10

mmdetection_object_detection_demo

How to train an object detection model with mmdetection
Jupyter Notebook
74
star
11

Keras_face_identification_realtime

Live Face Identification with pre-trained VGGFace2 model
Python
72
star
12

Yelp_review_generation

How to generate realistic yelp restaurant reviews with Keras
Jupyter Notebook
70
star
13

keras-image-ocr

How to train a Keras model to recognize variable length text | DLology
Jupyter Notebook
69
star
14

tf_jetson_nano

How to run Keras model on Jetson Nano
Jupyter Notebook
67
star
15

YOLO_Object_Localization_Keras

Gentle guide on how YOLO Object Localization works with Keras (Part 2)
Jupyter Notebook
65
star
16

Keras_Bag_of_Tricks

Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras
Python
63
star
17

Cybergear

小米微电机Cybergear上手开发
Jupyter Notebook
60
star
18

keras-tf-pb

How to convert trained Keras model to a single TensorFlow .pb file and make prediction
Jupyter Notebook
60
star
19

detectron2_instance_segmentation_demo

How to train Detectron2 with Custom COCO Datasets | DLology
Jupyter Notebook
59
star
20

Chinese_sentiment_analysis

Tutorial for Chinese Sentiment analysis with hotel review data
Python
43
star
21

ROC-Keras

Simple guide on how to generate ROC plot for Keras classifier | DLology
Jupyter Notebook
41
star
22

Text_multi-class_multi-label_Classification

Reuters-21578 multi-class multi-label Classification with Keras
Jupyter Notebook
40
star
23

Keyword-detection

Simple Speech Keyword Detecting with Depthwise Separable Convolutions | DLology
C
40
star
24

Keras-Text-Transfer-Learning

Keras + Universal Sentence Encoder = Transfer Learning for text data
Jupyter Notebook
34
star
25

ALOCC_Keras

Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.
Jupyter Notebook
34
star
26

keras_openvino

How to run Keras model inference x3 times faster with CPU and Intel OpenVINO
Jupyter Notebook
34
star
27

jetson_nano_trt_tf_ssd

How to run SSD Mobilenet V2 object detection on Jetson Nano at 20+ FPS
Python
33
star
28

Keras_catVSdog_tf_estimator

Source for post "An Easy Guide to build new TensorFlow Datasets and Estimator with Keras Model"
Jupyter Notebook
32
star
29

Industrial-Defect-Inspection-segmentation

Automatic Defect Inspection with End-to-End Deep Learning
Jupyter Notebook
31
star
30

mmdetection_instance_segmentation_demo

How to train an instance segmentation model with mmdetection
Jupyter Notebook
28
star
31

arm_nn_examples

How to run deep learning model on microcontroller with CMSIS-NN
Jupyter Notebook
27
star
32

Keras_TimeseriesGenerator

How to use Keras TimeseriesGenerator for time series data
Jupyter Notebook
26
star
33

Summarizing_Text_Amazon_Reviews

[Tutorial] Summarizing Text with Amazon Reviews
Jupyter Notebook
25
star
34

tf_audio_signal

How to run GPU accelerated Signal Processing in TensorFlow
Jupyter Notebook
23
star
35

Landmark-Retrival

Easy Landmark Image Recognition with TensorFlow Hub DELF Module
Jupyter Notebook
20
star
36

keras_mixup_generator

How to do mixup training from image files in Keras
Jupyter Notebook
20
star
37

prune-keras

How to compress your Keras model x5 smaller with TensorFlow model optimization
Jupyter Notebook
19
star
38

Keras_RK3399pro

How to run Keras model on RK3399Pro
Python
19
star
39

Keras_BayesianOptimization

How to do Hyper-parameters search with Bayesian optimization for Keras model | DLology
Jupyter Notebook
18
star
40

BatchNormalization_Keras

Source code for "One simple trick to train Keras model faster with Batch Normalization"
Jupyter Notebook
16
star
41

DeepMagicMirror

Deep Magic Mirror with StarGAN
Jupyter Notebook
10
star
42

SentimentStock

Simple Stock Sentiment Analysis with news data in Keras
Jupyter Notebook
9
star
43

keras_mnist

Train a Keras MNIST model for Movidius NCSDK2
Jupyter Notebook
9
star
44

Medical_Triage

Keras deep learning tutorial- Medical triage with patient query
Jupyter Notebook
9
star
45

Fine-Tune-Emotion

Teach Old Dog New Tricks - Train Facial identification model to understand Facial Emotion
Jupyter Notebook
8
star
46

Keras_auto

How to perform Keras hyperparameter optimization x3 faster on TPU for free
Jupyter Notebook
7
star
47

Keras-Colors

How to train a Keras model to generate colors
Jupyter Notebook
7
star
48

voice-camera

DIY Object Detection Doodle camera with Raspberry Pi
Python
6
star
49

video_objects

Person tracking camera app for Movidius NCSDK2
Python
6
star
50

aarch64_python_packages

Collection of pre-compiled aarch64 python packages
6
star
51

webcam-pong

Transfer Learning to play Pong via the Webcam
JavaScript
5
star
52

keras_vggface

TF keras_vggface
Python
5
star
53

Can_You_Trust_Keras_Model

Can you trust a Keras model to distinguish African elephant from Asian elephant?
Jupyter Notebook
4
star
54

Tiny_sonar

DIY a I2C Maxbotic sonar sensor with Tiny 85 and US-020 sonar sensor
C
4
star
55

Pricing_Challenge

How to teach AI to suggest product prices to online sellers
Jupyter Notebook
4
star
56

jetson_nvidia_dockers

Jetson nvidia dockers
Shell
4
star
57

web_vr

Google Cardboard VR web viewer
JavaScript
4
star
58

Automatic-Parking

Python
4
star
59

keras_sparse_categorical_crossentropy

Examples to use Keras sparse_categorical_crossentropy
Jupyter Notebook
3
star
60

DiveVR

Unity VR Project Android
C#
3
star
61

TypeApp

A GUI tool automatically types to VNC console.
Python
3
star
62

pytorch-tensorboard

How to run Tensorboard for PyTorch 1.1.0 inside Jupyter notebook
Jupyter Notebook
3
star
63

Keras_Multi_task

Complementary source code for "How to Multi-task learning with missing labels in Keras"
Jupyter Notebook
3
star
64

Keras-RNN-return

How to use return_state or return_sequences in Keras
Jupyter Notebook
3
star
65

Keras_Regularization

Two Simple Recipes for Over Fitted Model
Jupyter Notebook
2
star
66

mmdetection

Python
2
star
67

video_objects_threaded

Build a DIY security camera with neural compute stick
Python
2
star
68

CamGimbal

Arduino sketch to add an turret and turn the camera which follows people around.
C++
2
star
69

SimpleVR_android_client

Android client for the surrogate project
C
2
star
70

Arduino

Arduino Workspace
C
2
star
71

Acoustic_Diagnosis

Source code for "Try this model to quickly tell if it is a faulty motor by listening"
Jupyter Notebook
2
star
72

blog_statics

Host my static files in my blog
CSS
1
star
73

machineLearning

my machine learning eclipse project
Python
1
star
74

TwoWheels

JavaScript
1
star
75

NodeDLServer

NodeDLServer
JavaScript
1
star
76

Surrogate3DPrint

3D prints part for the surrogate project
OpenSCAD
1
star
77

newproject

Hello world example travis-ci with pytest
Python
1
star
78

Print3d

3d printer models created by openscad or other tools
1
star
79

gitbook_doc

1
star
80

Android_Project

I am a learner
1
star
81

PhoneGapTest

a PhoneGap Test project
1
star
82

ai_for_robotic

Python
1
star
83

remote

1
star
84

remote-control-and-mouse-app

Automatically exported from code.google.com/p/remote-control-and-mouse-app
Java
1
star
85

skynet

node skynet apps
JavaScript
1
star
86

PythonHelloServer

Python Hello world Server
Python
1
star
87

reflections

1
star
88

neato_LIDAR

C++
1
star
89

TinyNewPing

AT tiny 85 sonar sensor library. Support trig & echo on same wire, tested on sonar sensor US-020
C++
1
star
90

aws_node

Amazon AWS node js test project
JavaScript
1
star
91

webui

1
star