Sunny Meng's repositories
ResNet_from_scratch
Implement ResNet family from scratch and train them on CIFAR-10, Tiny ImageNet, and ImageNet datasets
Smile_Detection
Build a CNN (LeNet) model for smile detection
image_orientation_correction
Apply transfer learning to automatically detect and correct orientation of an image.
Traffic_Sign_Detection
Implemented Faster R-CNN model for detecting the presence of traffic signs in images and videos.
Vehicles_View_Detection
Implemented SSD model to differentiate the front and rear views of the vehicles in images or video streams.
Emotion_Recognition
Implement a VGG-like network capable of predicting emotion and facial expressions
GoogLeNet_from_scratch
Implement GoogLeNet family from scratch and train them on CIFAR-10, Tiny ImageNet, and ImageNet datasets
dogs_vs_cats
Implement AlexNet and transfer learning for detecting whether input image is cat or dog
Advanced_Mechatronics
car robot design & control
Cancer_Detection
(ongoing) Implemented Mask R-CNN model to automatically segment the boundary of potential cancerous regions (specifically Melanoma) from dermoscopic images.
Custom_Object_Detector
Custom Object Detector
Neural_style_transfer
Implement neural style transfer to change the style of art paintings or photos.
VGGNet_from_scratch
Implement VGG family from scratch and train them on CIFAR-10, and ImageNet datasets
driveboardapp
Next generation Lasersaur control app.
GANs
Implemented DCGANs and train them on MNIST dataset to create synthetic but identical and indistinguishable to any hand drawn digit in MNIST dataset.
rosukulele
ROS Package for tuning a ukulele using the Sawyer robot
tensorflow-yolov4-tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
transfer_learning_methods
Implement two types of transfer learning when applied to deep learning for computer vision