PYTORCH IMAGE CLASSIFICATION CODE DEVELOPMENT
Descrição da oferta de emprego
The model should leverage a NAS algorithm similar to MobileNetV2 or V3.
Key Requirements.
- Implement a model capable of achieving an accuracy level between %.
- Discuss certain specific requirements(such as amount of parameters and flops)are in the image below.
- Use PyTorch as the primary framework.
Ideal skills for this job include.
- Proficiency in Python and PyTorch or in ML engineering.
- Experience with image classification and NAS algorithms.
- Ability to understand and implement complex requirements.
Please only apply if you can meet the above requirements.
If model(s) will results optimal, I will hire you for more.
To verify the optimality of the code you should produce a [login to view URL] file - which I will run for inference for check - if it result optimal - you will be rewarded and after you send me the code.
The requirements.
the model need to outperform this existing data provided you in the image([login to view URL]).
For each X parameters 10K,20K etc..
you must obtain less or equal flops and a higer accuracy, alteast 1% more.
Let's say in the table i've provided you there is 30K parameters model, 3M flops and 85% accuracy - to be rewarded you should obtain.
30K param - 3M flops and 86% accuracy.
Further info can be discussed in private.
Machine Learning (ML) Machine Learning Algorithms Python Arquitetura de software Treinamento ID do Projeto.
# Sobre o projeto 6 propostas Aberto para ofertas Projeto remoto Ativo em 42 minutos atrás
Detalhes da oferta
- Indeterminado
- Em todo Portugal
- Indeterminado - Indeterminado
- 12/10/2024
- 10/01/2025
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