Spritaro's starred repositories

segmenteverygrain

A SAM-based model for instance segmentation of images of grains

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autodistill

Images to inference with no labeling (use foundation models to train supervised models).

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super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

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Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

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segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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sdk_manager_docker

Dockerfile to use NVIDIA SDK Manager on Docker container

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mozc

Mozc - a Japanese Input Method Editor designed for multi-platform

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usbipd-win

Windows software for sharing locally connected USB devices to other machines, including Hyper-V guests and WSL 2.

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coco-viewer

Minimalistic COCO Dataset Viewer in Tkinter

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FreeSOLO

FreeSOLO for unsupervised instance segmentation, CVPR 2022

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YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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SparseInst

[CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation

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anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

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kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

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CenterNet-CondInst

Instance Segmentation based on CenterNet and CondInst

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stack-chan

A JavaScript-driven M5Stack-embedded super-kawaii robot.

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PaDiM-Anomaly-Detection-Localization-master

This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”.

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ml-system-in-actions

machine learning system examples

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U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

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ozeu

The toolkit to generate auto labeled datasets

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netron

Visualizer for neural network, deep learning and machine learning models

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onnx-simplifier

Simplify your onnx model

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OneNet

[ICML2021] What Makes for End-to-End Object Detection

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iknet

Inverse kinematics estimation of ROBOTIS Open Manipulator X with neural networks

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SOLO

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

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cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

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google-research

Google Research

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dynamixel_hardware

ros2_control packages for ROBOTIS Dynamixel

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yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

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