Jeong-Hoe Ku's repositories
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
mediapipe
MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.
Towards-Realtime-MOT
Joint Detection and Embedding for fast multi-object tracking
DetectoRS
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
StatAssist-GradBoost
A Study on Optimal INT8 Quantization-aware Training from Scratch
dash-detr
A User Interface for DETR built with Dash. 100% Python.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
detr
End-to-End Object Detection with Transformers
ATSS
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020
structure_knowledge_distillation
The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.
pycls
Codebase for Image Classification Research, written in PyTorch.
FairMOT
A simple baseline for one-shot multi-object tracking
TResNet
TResNet: High Performance GPU-Dedicated Architecture
Zooming-Slow-Mo-CVPR-2020
Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)
distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
iou-tracker
Python implementation of the IOU Tracker
Stand-Alone-Self-Attention
Implementing Stand-Alone Self-Attention in Vision Models using Pytorch
mmdetection
Open MMLab Detection Toolbox and Benchmark
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
efficientdet
(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH
Libra_R-CNN
Code for CVPR 2019 paper "Libra R-CNN: Towards Balanced Learning for Object Detection"
EfficientDet.Pytorch
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
overhaul-distillation
Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods.
OctaveConv_pytorch
Pytorch implementation of newly added convolution
3-min-pytorch
<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드
pytorch-mobilenet-v2
A PyTorch implementation of MobileNet V2 architecture and pretrained model.