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awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

cottonweeds

Deep Transfer Learning for Weed Classification

cpdea

Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multi-Modal Multi-Objective Optimization (IEEE Transactions on Evolutionary Computation)

cream

This is a collection of our NAS and Vision Transformer work.

cropandweed-dataset

Information and scripts for the CropAndWeed dataset

dcw

DeepWeed Benchmark

dmweeds

Diffusion models in weed recognition

easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

evoxbench

A neural architecture search benchmark without requirements of GPUs or PyTorch/TensorFlow

evoxdatabase

few-shot-object-detection-papers

Few Shot Object Detection Papers

gans-agriculture

GANs in Agriculture

libfewshot

LibFewShot: A Comprehensive Library for Few-shot Learning.

libmtl

A PyTorch Library for Multi-Task Learning

multitasking-optimization

Summary of Multitasking Optimization

nature-inspired-algorithms

Sample Code Collection of Nature-Inspired Computational Methods

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

opytimizer

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

plantdoc-dataset

Dataset used in "PlantDoc: A Dataset for Visual Plant Disease Detection" accepted in CODS-COMAD 2020

plantdoc-object-detection-dataset

wzdom

A toolbox for optimization

yoloair

🔥🔥🔥YOLOv5, YOLOv6, YOLOv7, YOLOv8, PPYOLOE, YOLOX, YOLOR, YOLOv4, YOLOv3, Transformer, Attention, TOOD and Improved-YOLOv5-YOLOv7... Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

yolov5_attention