Dennis Chew's repositories
coco-analyze
A wrapper of the COCOeval class for extended keypoint error estimation analysis.
nuscenes-devkit
The devkit of the nuScenes dataset.
tfx
TFX is an end-to-end platform for deploying production ML pipelines
CenterMask
CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020
automl
Google Brain AutoML
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
MultiObjectiveOptimization
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
keras-retinanet
Keras implementation of RetinaNet object detection.
tf-pose-estimation
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods.
two-stream-action-recognition-1
My re-implementation of two stream action recognition
AlphaPose
Real-Time and Accurate Multi-Person Pose Estimation&Tracking System
AB3DMOT
Official Python Implementation for "A Baseline for 3D Multi-Object Tracking", In Submission
coco-annotator
:pencil2: Web-based image segmentation tool for object detection, localization and keypoints
3DCNN-Vis
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification
TensorRT-CenterNet
tensorrt5 , centernet , centerface, deform conv, int8
FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
keras-fcos
FCOS (Fully Convolutional One-Stage Object Detection) implementation in Keras and Tensorflow
annotation_tools
Visipedia Annotation Tools
cudcnv2
A fully cuda implementation of DCNv2(deformable convolution) forward. Without dependent of cuTorch(THC).
StyleNAS
Official pytorch implementation of the paper: "Ultrafast Photorealistic Style Transfer via Neural Architecture Search"
PersonalizedMultitaskLearning
Code for performing 3 multitask machine learning methods: deep neural networks, Multitask Multi-kernel Learning (MTMKL), and a hierarchical Bayesian model (HBLR).
openpose-plus
High-Performance and Flexible Pose Estimation Framework using TensorFlow, OpenPose and TensorRT
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
stdtensor
STL style Tensor Template Library
3d-bounding-box-estimation-for-autonomous-driving
3d bounding box estimation from monocular image based on 2d bounding box
tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists