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Frustum PointNets for 3D Object Detection from RGB-D Data
MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Detection and Localization | KITTI
OpenMMLab Detection Toolbox and Benchmark
(CVPR 2019) Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
Code release for "Detect to Track and Track to Detect", ICCV 2017
3D Bounding Box Estimation Using Deep Learning and Geometry (MultiBin)
A self-driving car simulator built with Unity
PyTorch Tutorial for Deep Learning Researchers
Tensorflow Faster RCNN for Object Detection
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
tensorflow implementation of 'YOLO : Real-Time Object Detection'
R-FCN with joint training and python support
Implementation of model compression with knowledge distilling method.
An Open Source Machine Learning Framework for Everyone
Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016
Soft attention mechanism for video caption generation
Models and examples built with TensorFlow
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
A curated list of deep learning resources for computer vision