ltb801

OrthomosaicSLAM

Orthomosaic image stitching in realtime for drone based SLAM using a single downward facing camera

Awesome-Segmentation-With-Transformer

[Arxiv-04-2023] Transformer-Based Visual Segmentation: A Survey

large-scale-object-detection-with-sahi-detectron2

sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

techniques

Techniques for deep learning with satellite & aerial imagery

SpatialNetForge

SpatialNetForge simplifies geospatial image analysis with automated slicing and YOLOv8-based object detection, optimizing for performance and flexibility in data processing tasks.

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

og-aws

📙 Amazon Web Services — a practical guide

DeepWeeds

A Multiclass Weed Species Image Dataset for Deep Learning

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

marimo

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

Awesome-Segment-Anything

This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).

DeepDive

A Framework for Navigating AI Across Domains

TP-YOLO

[ICIP2023] TP-YOLO: A Lightweight Attention-Based Architecture for Tiny Pest Detection

awesome-tips

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.

cs-video-courses

List of Computer Science courses with video lectures.

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

OD-WSCL

[ECCV2022] Official Pytorch Implementation of Object Discovery via Contrastive Learning for Weakly Supervised Object Detection

Hands-On-Image-Processing-with-Python

awesome-computer-vision

A curated list of awesome computer vision resources

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

free-programming-books

:books: Freely available programming books

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

Semiformer

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Few-Shot-Semantic-Segmentation-Papers

Few Shot Semantic Segmentation Papers