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Car_coder's Projects

4dmos icon 4dmos

Receding Moving Object Segmentation in 3D LiDAR Data Using Sparse 4D Convolutions (RAL 2022)

camradepth icon camradepth

Semantic Guided Depth Estimation with Transformers Using Monocular Camera and Sparse Radar

coop_t2t icon coop_t2t

Code for the Bachelor Thesis on "Track-to-Track Association and Fusion for Cooperative Automotive Environment Perception"

deep-learning-uncertainty icon deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

densetorch icon densetorch

An easy-to-use wrapper for work with dense per-pixel tasks in PyTorch (including multi-task learning)

depth_clustering icon depth_clustering

:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

efficientps icon efficientps

PyTorch code for training EfficientPS for Panoptic Segmentation

epro-pnp icon epro-pnp

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

fusiontracking icon fusiontracking

Multi-Modal Sensor Fusion and Object Tracking for Autonomous Racing

hydrafusion icon hydrafusion

Model code for our paper titled "HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception"

idisc icon idisc

iDisc: Internal Discretization for Monocular Depth Estimation [CVPR 2023]

kopernikus icon kopernikus

Programming challenge for Perception team member in Kopernikus

match_maker icon match_maker

Matches your Tinder profile with the person who liked you.

nd013-c2-sensor-fusion icon nd013-c2-sensor-fusion

Course submission material for Lidar point cloud based 3D Detection using Yolo, followed by Sensor Fusion and Camera Based Tracking using Extended Kalman Filters for Udacity Self Driving Nanodegree

norfair icon norfair

Lightweight Python library for adding real-time object tracking to any detector.

opencood icon opencood

[ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

paz icon paz

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

pclsegmentation icon pclsegmentation

Tensorflow 2.6 Pipeline for Semantic Pointcloud Segmentation with SqueezeSeqV2, Darknet21 and Darknet52.

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