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Gehad's Projects

ab3dmot icon ab3dmot

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

colab-mask-rcnn icon colab-mask-rcnn

How to run Object Detection and Segmentation on a Video Fast for Free

deep-learning-keras-tf-tutorial icon deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

deepfusionmot icon deepfusionmot

Code for RA-L journal and IROS 2022 paper "DeepFusionMOT: A 3D Multi-Object Tracking Framework Based on Camera-LiDAR Fusion with Deep Association".

eagermot icon eagermot

Official code for "EagerMOT: 3D Multi-Object Tracking via Sensor Fusion" [ICRA 2021]

gehadza icon gehadza

Config files for my GitHub profile.

object-detection---yolov3 icon object-detection---yolov3

This notebook implements an object detection based on a pre-trained model - YOLOv3. The model architecture is called a โ€œDarkNetโ€ and was originally loosely based on the VGG-16 model.

pointrcnn icon pointrcnn

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

pytorch-tutorials icon pytorch-tutorials

My notes, experiments, and implementations from learning pytorch from various resources.

rcnn icon rcnn

FULL Implementation of RCNN from scratch

rcnn-1 icon rcnn-1

Step-By-Step Implementation of R-CNN from scratch in python

rrc_detection icon rrc_detection

Accurate Single Stage Detector Using Recurrent Rolling Convolution

voxelnet icon voxelnet

:mag_right: :oncoming_automobile: :articulated_lorry: :walking: :bike: 3D objects detections in LIDAR point clouds for autonomous driving

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