4 ms·
What makes it inaccessible? Are GPUs prohibitively expensive? Are pretrained models unavailable? Is the software source code closed off?
by zengid 9y ago
What makes it inaccessible? Are GPUs prohibitively expensive? Are pretrained models unavailable? Is the software source code closed off?
- eggie5 9y agoI would say training a CNN from scratch or even fine-tuning one takes a lot of domain knowledge and best practices which often are not standardised yet. Besides, we don't even know why they generalise in the first place! See: https://arxiv.org/abs/1611.03530 https://arxiv.org/abs/1611.03530, https://arxiv.org/abs/1711.11561 https://arxiv.org/abs/1711.11561
- frahs 9y agoI think the limit is developer talent. It's hard to find people with the right background to train an AI model.