Open jan-kleks opened 2 years ago
Other interesting articles:
🤔 Does this article imply that it might be enough to remove background/shadows (possibly this stage could be automatized with another algorithm/AI) to get much better training results overall?
Classifying the Unknown: Identification of Insects by Deep Zero-shot Bayesian Learning -- https://www.researchgate.net/publication/356706523_Classifying_the_Unknown_Identification_of_Insects_by_Deep_Zero-shot_Bayesian_Learning
The Benefits of Using Stable Diffusion AI in Image Recognition: https://ts2.space/en/the-benefits-of-using-stable-diffusion-ai-in-image-recognition/
The Power of AI-Generated Training Data: Image Recognition With DALL-E
TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models
Accurate detection and identification of insects from camera trap images with deep learning
Textural Analysis for Medicinal Plants Identification Using Log Gabor Filters
I have recently stumbled upon this very interesting computer vision article about recognizing species of insects which can be hard to identify. Maybe you will find there some ideas for further improving the iNaturalist project.
Automated Taxonomic Identification of Insects with Expert-Level Accuracy Using Effective Feature Transfer from Convolutional Networks -- https://academic.oup.com/sysbio/article/68/6/876/5368535
Keep up the great work!