Tarik Hammadou's Projects
PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry
The goal of camera calibration is to find the intrinsic and extrinsic parameters of a camera.
Object detection, 3D detection, and pose estimation using center point detection:
plan to finishe cpp pre process verison of CenterNet with TensorRT speedup
Simultaneous object detection and tracking using center points.
Face Mask Detection using NVIDIA Transfer Learning Toolkit (TLT) and DeepStream for COVID-19
A simple baseline for one-shot multi-object tracking
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
GoogleNet training on Tiny ImageNet
Jetson nano Jetpack 4.2
Scripts for Jetson Nano
Jetpack 4.4
📊 Simple package to monitoring and control your NVIDIA Jetson [Xavier NX, Nano, AGX Xavier, TX1, TX2]
Simple mask detect with focus on Jetson nano inference
My Object Pose Recovery dev space
Deep dive into one(few) shot learning with code & practical examples
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.
CenterNet TRT imeplementation
Optimizing CenterTrack implementation
Automate the review of Video data & record only when scene change
Object tracking implemented with YOLOv3, Deep Sort and Tensorflow.