Chengwei Zhang

Elite
@Tony607

Programmer and maker with a focus on practical deep learning.

voc2coco. How to create custom COCO data set for object detection

261

Keras_Deep_Clustering. How to do Unsupervised Clustering with Keras

240

labelme2coco. How to create custom COCO data set for instance segmentation

192

object_detection_demo. How to train an object detection model easy for free

183

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

160

Keras_age_gender. Easy Real time gender age prediction from webcam video with Keras

155

Cybergear. 小米微电机Cybergear上手开发

129

colab-mask-rcnn. How to run Object Detection and Segmentation on a Video Fast for Free

118

efficientnet_keras_transfer_learning. Transfer Learning with EfficientNet in Keras

87

Focal_Loss_Keras. Multi-class classification with focal loss for imbalanced datasets

82

mmdetection_object_detection_demo. How to train an object detection model with mmdetection

73

Keras_face_identification_realtime. Live Face Identification with pre-trained VGGFace2 model

73

Yelp_review_generation. How to generate realistic yelp restaurant reviews with Keras

71

keras-image-ocr. How to train a Keras model to recognize variable length text | DLology

70

tf_jetson_nano. How to run Keras model on Jetson Nano

68

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

65

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

63

detectron2_instance_segmentation_demo. How to train Detectron2 with Custom COCO Datasets | DLology

59

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

59

Chinese_sentiment_analysis. Tutorial for Chinese Sentiment analysis with hotel review data

47

Keyword-detection. Simple Speech Keyword Detecting with Depthwise Separable Convolutions | DLology

42

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

41

Text_multi-class_multi-label_Classification. Reuters-21578 multi-class multi-label Classification with Keras

39

Industrial-Defect-Inspection-segmentation. Automatic Defect Inspection with End-to-End Deep Learning

32

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

31

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

29

Keras_TimeseriesGenerator. How to use Keras TimeseriesGenerator for time series data

26

Summarizing_Text_Amazon_Reviews. [Tutorial] Summarizing Text with Amazon Reviews

25

tf_audio_signal. How to run GPU accelerated Signal Processing in TensorFlow

23

keras_mixup_generator. How to do mixup training from image files in Keras

20

prune-keras. How to compress your Keras model x5 smaller with TensorFlow model optimization

19

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

17

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

16

DeepMagicMirror. Deep Magic Mirror with StarGAN

10

keras_mnist. Train a Keras MNIST model for Movidius NCSDK2

9

Medical_Triage. Keras deep learning tutorial- Medical triage with patient query

9

SentimentStock. Simple Stock Sentiment Analysis with news data in Keras

9

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

8

Automatic-Parking. Python

7

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

7

voice-camera. DIY Object Detection Doodle camera with Raspberry Pi

6

aarch64_python_packages. Collection of pre-compiled aarch64 python packages

6

keras_vggface. TF keras_vggface

5

webcam-pong. Transfer Learning to play Pong via the Webcam

5

web_vr. Google Cardboard VR web viewer

4

jetson_nvidia_dockers. Jetson nvidia dockers

4

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

4

pytorch-tensorboard. How to run Tensorboard for PyTorch 1.1.0 inside Jupyter notebook

3

Keras-RNN-return. How to use return_state or return_sequences in Keras

3

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

3

Keras_Regularization. Two Simple Recipes for Over Fitted Model

3

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

3

TypeApp. A GUI tool automatically types to VNC console.

3

SimpleVR_android_client. Android client for the surrogate project

2

video_objects_threaded. Build a DIY security camera with neural compute stick

2

NodeDLServer. NodeDLServer

1

PythonHelloServer. Python Hello world Server

1

gitbook_doc.

1

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

1

newproject. Hello world example travis-ci with pytest

1
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