FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

Config files for my GitHub profile.

Object Detection and Counting

ONNX Implementation of Yolov5

Yolov5 TensorRT Implementations

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

Techniques for deep learning with satellite & aerial imagery

PyTorch implementation for multi-task learning with aerial images for the datasets: IEEE Data Fusion Contest 2018 (DFC2018) and ISPRS-Vaihingen.

The fastai deep learning library

School of AI The Netherlands montly lectures

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Open solution to the Mapping Challenge 🌎

Lecture notes and code