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Is there a Docker makefile available for playing with SSD if you're not working in the domain? I have some 100Ks of pix I'd like to put through classifiers but
by aaroninsf 8y ago
Is there a Docker makefile available for playing with SSD if you're not working in the domain?
I have some 100Ks of pix I'd like to put through classifiers but could never get YOLO2 properly working in a container, in part because even reading the code I couldn't figure out how to simply point a trained model at a directory of images and get classification out... :/
Definitely PEBKAC but if there are any dead-simple tutorials available I'd love a pointer–classification speed not a factor, it would all be CPU non-real-time and could be leisurely. Just interested in seeing what the state of the art is in classifying a personal image set without training against it..
- aaroninsf 8y agoHmm https://github.com/knjcode/mxnet-finetuner https://github.com/knjcode/mxnet-finetuner looks like maybe what I want... Any comments from people who know what they're doing welcome :)
- joshvm 8y agoThere are some wrappers around YOLO3 in Python which may help: https://github.com/qqwweee/keras-yolo3 https://github.com/qqwweee/keras-yolo3 It's not Dockerised though, but you could grab a container with the usual machine learning packages and install that on top. Also look at NVIDIA Digits (https://github.com/NVIDIA/DIGITS https://github.com/NVIDIA/DIGITS) which has Docker images.
- aaroninsf 8y agoThanks Josh!