650 Open source projects that are alternatives of or similar to Kaggle Global Wheat Detection

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

PyTorch extensions for fast R&D prototyping and Kaggle farming

Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline

Sample notebooks for Kaggle competitions

SECOND for KITTI/NuScenes object detection

PANet for Instance Segmentation and Object Detection

Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge

Implementation of SSD (Single Shot MultiBox Detector) using Chainer

FrostNet: Towards Quantization-Aware Network Architecture Search

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Use the Tensorflow Object Detection API with Tensorflow 2

YOLO ROS: Real-Time Object Detection for ROS

Allstate Kaggle Competition ML Capstone Project

Non-maximum suppression for object detection in a neural network

A pure torch implement of FCOS 37.2AP

A Real Time Object Detection application on iOS using Tensorflow and pre-trained COCO dataset models. Video frames are captured and inference is done locally using the provided mobilenet models. Both Swift and Objective-C projects.

Fish detection using Open Images Dataset and Tensorflow Object Detection

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

A curated list of repositories for my book Machine Learning Solutions.

Hands video tracker using the Tensorflow Object Detection API and Faster RCNN model. The data used is the Hand Dataset from University of Oxford.

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

Python and OpenCV based object tracking software

generate physically realistic synthetic dataset of cluttered scenes using 3D CAD models to train CNN based object detectors

Making custom object detector using Yolo (Java and Python)

A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset

A newly built high-resolution dataset for object detection and pedestrian detection (IEEE TIP 2020)

Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook

A data generator for 2D object detection

Code to export full segmentations from GTA

📢 Ready to learn or review your knowledge!

A community run, 5-day PyTorch Deep Learning Bootcamp

This is sample code for object detection using OpenCV on android

automatic tagging data, the training data prepare for mask-rcnn

Frustum PointNets for 3D Object Detection from RGB-D Data

Spark 2.0 Python Machine Learning examples

Ros package for basic autonomous lane tracking and object detection

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

The System consists of two main components. Vehicle detection model and A graphical user interface (GUI)

There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.

Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2tensor的Transformer Encoder方案

Oriented SSD for "Kaggle Airbus Ship Detection Challenge"

Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

Adaptive Real-Time Object Detection System with HOG and CNN Features

🎨 🎨 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/

Code for RECRUIT Challenge. 5th place.

R interface to fast.ai

Annotation tool for images

FaceBoxes for hand detection in PyTorch

极速检测标注工具An efficient tool for objection detection annotation

Fast Object Detector for the Jetson Nano

Port of Single Shot MultiBox Detector to Keras

MLBox is a powerful Automated Machine Learning python library.

Solution for Avito Duplicate Ads Detection competition

A collection of useful modules and utilities (especially helpful for kaggling) not available in Pytorch

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

How to run YOLO on Jetson TX2

FCOS: Fully Convolutional One-Stage Object Detection.

Differentiable IoU of rotated bounding boxes using Pytorch