deanwebb's repositories

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AB3DMOT

Official Python Implementation for "A Baseline for 3D Multi-Object Tracking"

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apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

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BMW-TensorFlow-Inference-API-CPU

This is a repository for an object detection inference API using the Tensorflow framework.

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BMW-TensorFlow-Training-GUI

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! Training with TensorFlow has never been so easy.

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BMW-YOLOv3-Inference-API-CPU

This is a repository for an object detection inference API using the Yolov3 Opencv.

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BMW-YOLOv3-Inference-API-GPU

This is a repository for an object detection inference API using the Yolov3 Darknet framework.

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BMW-YOLOv3-Training-Automation

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. Training with YOLOv3 has never been so easy.

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capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

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CenterNet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

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CenterNet-1

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

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CenterNet-2

CenterNet / FCOS_PLUS/MatrixNets implemented by mmdetection

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DIB-R

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

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dvc

🦉Data Version Control | Git for Data & Models

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EfficientDet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

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efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

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EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

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homesecurity

Security camera with Raspberry pi and NVIDIA Jetson platforms

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hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

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keras-centernet

A Keras implementation of CenterNet with pre-trained model (unofficial)

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Object-Detection-API-Tensorflow

Object Detection API Tensorflow

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openpilot

open source driving agent

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PartialResidualNetworks

partial residual networks

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pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

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SlimYOLOv3

This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications

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sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

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toolbox

(To be continued)various tools included such as label-tools , data-augmentation , etc.

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS

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yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0

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