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3d_detection

3dod_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

a1

algorithm-exercise

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

assignment1

centernet

Object detection, 3D detection, and pose estimation using center point detection:

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

complex-yolo

Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch Darknet

coremlscavenge

A Simple Game developed using Core ML

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

deeplearning_machinelearning_q.a.

根据别人和自己在机器学习岗、深度学习岗的面试问题以及答案总结

kitti_tutorial

Tutorial for using Kitti dataset easily

lidarobstacledetection

Lidar Obstacle Detection

m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

models

Models and examples built with TensorFlow

pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pytorch-cpp

Pytorch C++ Library

pytorch-cpp-1

C++ Implementation of PyTorch Tutorial for Deep Learning Researchers

pytorch-ssd

reproduced the proposed results of SSD300 and SSD512

siamese-rpn

Full reimplementation of siamese rpn, has 0.24 eao on vot2017.

stereo-rcnn

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

voxelnet-tensorflow

A 3D object detection system for autonomous driving.

yolo2-pytorch

YOLOv2 in PyTorch

yolo3_pytorch

Yolo3 Implementation in Pytorch using COCO and BDD100K dataset. Forked from https://github.com/BobLiu20/YOLOv3_PyTorch.git. For my own fun, so the introduction is not accurate.

yolov3_pytorch

Full implementation of YOLOv3 in PyTorch