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3d-boundingbox

PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry

bev_lane_det

caltech-lane-detection

Caltech Lane Detection Software

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

dilation

Dilated Convolution for Semantic Image Segmentation

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastmaskrcnn

Mask RCNN in TensorFlow

fbgemm

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015.

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

opencl-book-samples

Automatically exported from code.google.com/p/opencl-book-samples

openstereo

pict

Pairwise Independent Combinatorial Tool

pspnet

Pyramid Scene Parsing Network

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pynetbuilder

pyNetBuilder is a modular pytonic interface with builtin modules for generating popular caffe prototxt network file definitions.

pytorch-profiling-tool

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

rnnlib

RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/

scnn

Spatial CNN for traffic lane detection (AAAI2018)

seg_label_generate

Processing annotations for CULane dataset.

sfnd_unscented_kalman_filter

smoke

SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation

vanishingpointdetection

2-Line Exhaustive Searching for Real-Time Vanishing Point Estimation in Manhattan World

vatic

vatic is an online, interactive video annotation tool for computer vision research that crowdsources work to Amazon's Mechanical Turk. Our tool makes it easy to build massive, affordable video data sets. Written in Python + C + Javascript, vatic is free and open-source software.

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

wincnn

Winograd minimal convolution algorithm generator for convolutional neural networks.