jacobgump Goto Github PK
Name: Sibo Geng
Type: User
Bio: Candidate for M.A. in Statistics at Columbia University. Interest in Machine Perception and Computer Vision.
Location: New York, USA
Sibo Geng's Projects
ads_teaching
Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).
centernet
Object detection, 3D detection, and pose estimation using center point detection:
fisherpruning
Group Fisher Pruning for Practical Network Compression(ICML2021)
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
pytorch-yolov4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
sdgan
Stacked deformable GAN for pose-based person image generation
slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
thinkdsp
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
torchssl
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
tpc-h-optimization-project-1
Lab project of 2020 spring Intro2DB course
traffic-prediction-on-kaggle
competition on Kaggle - "traffic speed prediction in 2019 fall semester at Peking University"
yolov3-channel-and-layer-pruning
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
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