Programmer and maker with a focus on practical deep learning.
voc2coco. How to create custom COCO data set for object detection
261Keras_Deep_Clustering. How to do Unsupervised Clustering with Keras
240labelme2coco. How to create custom COCO data set for instance segmentation
192object_detection_demo. How to train an object detection model easy for free
183Keras-Trigger-Word. How to do Real Time Trigger Word Detection with Keras | DLology
160Keras_age_gender. Easy Real time gender age prediction from webcam video with Keras
155Cybergear. 小米微电机Cybergear上手开发
129colab-mask-rcnn. How to run Object Detection and Segmentation on a Video Fast for Free
118efficientnet_keras_transfer_learning. Transfer Learning with EfficientNet in Keras
87Focal_Loss_Keras. Multi-class classification with focal loss for imbalanced datasets
82mmdetection_object_detection_demo. How to train an object detection model with mmdetection
73Keras_face_identification_realtime. Live Face Identification with pre-trained VGGFace2 model
73Yelp_review_generation. How to generate realistic yelp restaurant reviews with Keras
71keras-image-ocr. How to train a Keras model to recognize variable length text | DLology
70tf_jetson_nano. How to run Keras model on Jetson Nano
68YOLO_Object_Localization_Keras. Gentle guide on how YOLO Object Localization works with Keras (Part 2)
65Keras_Bag_of_Tricks. Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras
63detectron2_instance_segmentation_demo. How to train Detectron2 with Custom COCO Datasets | DLology
59keras-tf-pb. How to convert trained Keras model to a single TensorFlow .pb file and make prediction
59Chinese_sentiment_analysis. Tutorial for Chinese Sentiment analysis with hotel review data
47Keyword-detection. Simple Speech Keyword Detecting with Depthwise Separable Convolutions | DLology
42ROC-Keras. Simple guide on how to generate ROC plot for Keras classifier | DLology
41Text_multi-class_multi-label_Classification. Reuters-21578 multi-class multi-label Classification with Keras
39Industrial-Defect-Inspection-segmentation. Automatic Defect Inspection with End-to-End Deep Learning
32Keras_catVSdog_tf_estimator. Source for post "An Easy Guide to build new TensorFlow Datasets and Estimator with Keras Model"
31arm_nn_examples. How to run deep learning model on microcontroller with CMSIS-NN
29Keras_TimeseriesGenerator. How to use Keras TimeseriesGenerator for time series data
26Summarizing_Text_Amazon_Reviews. [Tutorial] Summarizing Text with Amazon Reviews
25tf_audio_signal. How to run GPU accelerated Signal Processing in TensorFlow
23keras_mixup_generator. How to do mixup training from image files in Keras
20prune-keras. How to compress your Keras model x5 smaller with TensorFlow model optimization
19Keras_BayesianOptimization. How to do Hyper-parameters search with Bayesian optimization for Keras model | DLology
17BatchNormalization_Keras. Source code for "One simple trick to train Keras model faster with Batch Normalization"
16DeepMagicMirror. Deep Magic Mirror with StarGAN
10keras_mnist. Train a Keras MNIST model for Movidius NCSDK2
9Medical_Triage. Keras deep learning tutorial- Medical triage with patient query
9SentimentStock. Simple Stock Sentiment Analysis with news data in Keras
9Fine-Tune-Emotion. Teach Old Dog New Tricks - Train Facial identification model to understand Facial Emotion
8Automatic-Parking. Python
7Keras_auto. How to perform Keras hyperparameter optimization x3 faster on TPU for free
7voice-camera. DIY Object Detection Doodle camera with Raspberry Pi
6aarch64_python_packages. Collection of pre-compiled aarch64 python packages
6keras_vggface. TF keras_vggface
5webcam-pong. Transfer Learning to play Pong via the Webcam
5web_vr. Google Cardboard VR web viewer
4jetson_nvidia_dockers. Jetson nvidia dockers
4Can_You_Trust_Keras_Model. Can you trust a Keras model to distinguish African elephant from Asian elephant?
4pytorch-tensorboard. How to run Tensorboard for PyTorch 1.1.0 inside Jupyter notebook
3Keras-RNN-return. How to use return_state or return_sequences in Keras
3Keras_Multi_task. Complementary source code for "How to Multi-task learning with missing labels in Keras"
3Keras_Regularization. Two Simple Recipes for Over Fitted Model
3Acoustic_Diagnosis. Source code for "Try this model to quickly tell if it is a faulty motor by listening"
3TypeApp. A GUI tool automatically types to VNC console.
3SimpleVR_android_client. Android client for the surrogate project
2video_objects_threaded. Build a DIY security camera with neural compute stick
2NodeDLServer. NodeDLServer
1PythonHelloServer. Python Hello world Server
1gitbook_doc.
1remote-control-and-mouse-app. Automatically exported from code.google.com/p/remote-control-and-mouse-app
1newproject. Hello world example travis-ci with pytest
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