Zong Fan's repositories
time_seires_prediction_using_lstm
Time series prediction using LSTM classifier
Dataset_to_VOC_converter
Scripts to convert datasets (Caltech pedestrian, MS COCO, HDA) to PASCAL VOC format
tensorflow_retinanet
RetinaNet with Focal Loss implemented by Tensorflow
SSD_EfficientNet
SSD using TensorFlow object detection API with EfficientNet backbone
hikvision-fisheye-camera-calibration
calibrate hikvision fisheye IP camera and undistort frame
tensorflow_cpp_object_detection_web_server
This is an example how to run a TensorFlow object detection model as web server in TensorFlow C++ API.
customer_lifetime_value_prediction
CLV prediction with pareto-NBD model
object_detection_papers_summary
summary of deep learning object detection algorithms released in recent years
DeeplearningPaperNotes
Summary of deep learning papers
fashionista_segment2bbox
Convert pixel-wise segmentation labels of fashionista dataset to bounding box label as in VOC
mxnet2tensorflow
convert mxnet model (>=1.3) to tensorflow V1 model (1.5)
COVID19_multi_class_classification
A project to train a 3-class COVID-19 classification model on CXR and CT images
ECE549_project
ECE549 project: explainable classification
ECE598LV_explainability_implementation
UIUC ECE598LV generative AI models: implementation of Explainability I lecture
generative-AI-models-course
Course notes for UIUC ECE598-Generative AI Models
lgb_predict_example
A example of prediction task using lightGBM and Xgboost
medfusion
Implementation of Medfusion - A latent diffusion model for medical image synthesis.
My-UIUC-Grad-Course-Note
All about my UIUC graduate classes
py-faster-rcnn-imagenet
Train faster rcnn on imagine dataset, related blog post: http://andrewliao11.github.io/object_detection/faster_rcnn/
tensorflow
Computation using data flow graphs for scalable machine learning