ohnabe

cloudrun-fastapi

FastAPI on Google Cloud Run

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

atmaCup-11

atmaCup #11 の Public 4th / Private 5th Solution のリポジトリです。

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

United-Perception

United Perception

FIDTM

[IEEE TMM] Focal Inverse Distance Transform Maps for Crowd Localization

tide

A General Toolbox for Identifying Object Detection Errors

contiguous_pytorch_params

Accelerate training by storing parameters in one contiguous chunk of memory.

norfair

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

torchlibrosa

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

SeeingThroughFog

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

bi-tempered-loss

Robust Bi-Tempered Logistic Loss Based on Bregman Divergences. https://arxiv.org/pdf/1906.03361.pdf

kaggle-lyft-motion-prediction-4th-place-solution

Kaggle Lyft Motion Prediction for Autonomous Vehicles 4th place solution

sam

SAM: Sharpness-Aware Minimization (PyTorch)

tfrecord

TFRecord reader for PyTorch

DM-Count

Code for NeurIPS 2020 paper: Distribution Matching for Crowd Counting.

CrossStagePartialNetworks

Cross Stage Partial Networks

PedSurvey

From Handcrafted to Deep Features for Pedestrian Detection: A Survey (TPAMI 2021)

kaggle_pipeline

MobileNet-YOLO

A caffe implementation of MobileNet-YOLO detection network

mobilenetv2-yolov3

yolov3 with mobilenetv2 and efficientnet

pytorch-YOLOv4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

DRN_CVPR2020

Code and Dataset for CVPR2020 "Dynamic Refinement Network for Oriented and Densely Packed Object Detection"

powerful-benchmarker

A library for ML benchmarking. It's powerful.

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

mmcv

OpenMMLab Computer Vision Foundation

FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking