Fangcheng Ji's repositories
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
asst1
Stanford CS149 -- Assignment 1
asst2
Stanford CS149 -- Assignment 2
BASNet
Code for CVPR 2019 paper. BASNet: Boundary-Aware Salient Object Detection
CaDDN
Categorical Depth Distribution Network for Monocular 3D Object Detection
CarND-Term3-Path-Planning-Project
Udacity Self Driving Car path planning project.
cocoapi
COCO API - Dataset @ http://cocodataset.org/
cs344
Introduction to Parallel Programming class code
darknet
Convolutional Neural Networks
DSGN
DSGN: Deep Stereo Geometry Network for 3D Object Detection (CVPR 2020)
kitti360Scripts
This repository contains utility scripts for the KITTI-360 dataset.
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
libxcam
libXCam is a project for extended camera(not limited in camera) features and focus on image quality improvement and video analysis. There are lots features supported in image pre-processing, image post-processing and smart analysis. This library makes GPU/CPU/ISP working together to improve image quality. OpenCL is used to improve performance in different platforms.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
mmsr
Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
netron
Visualizer for deep learning and machine learning models
numba_test
test numba performance
onnx2caffe
pytorch to caffe by onnx
python-opengl
An open access book on Python, OpenGL and Scientific Visualization, Nicolas P. Rougier, 2018
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-yolo-v3
A PyTorch implementation of the YOLO v3 object detection algorithm
TensorRT
TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
WoodScape
The repository containing tools and information about the WoodScape dataset.
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS