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xiaolaozai's Projects

deep_ocr icon deep_ocr

make a better chinese character recognition OCR than tesseract

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deephccr icon deephccr

Offline Handwritten Chinese Character Recognition based on GoogLeNet and AlexNet (With CaffeModel)

deeplab_v3_plus icon deeplab_v3_plus

This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.

deeplabcut icon deeplabcut

Markerless tracking of user-defined features with deep learning

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dfanet icon dfanet

reimpliment of DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation

distracted-driver-detection icon distracted-driver-detection

Project on detection of facial expressions using Haar classifiers introduced in Viola-Jones face detection algorithm.

dl.eyesight icon dl.eyesight

Mainly use SSD, YOLO and other models to solve the target detection problem in image and video !

driver-sleep-detection-face-eyes-mouth-detection icon driver-sleep-detection-face-eyes-mouth-detection

As part of my thesis project, I designed a monitoring system in Matlab which processes the video input to indicate the current driving aptitude of the driver and warning alarm is raised based on eye blink and mouth yawning rate if driver is fatigue. It is implemented using Viola-Jones and Sobel techniques for facial features detection.

espresso icon espresso

Efficient forward propagation for BCNNs

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