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Machine Learning resources for camera trap data processing
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fully reproduce MDV5 in Torchserve environment
#98
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rbavery
closed
1 year ago
rbavery
commented
1 year ago
This PR
updates the dockerfile to install most dependencies from conda instead of pip to address a jpeg decoding issue
fixes resizing to use the letterbox transform to match the original MDV5 inference steps
switches to depending on yolov5 using torch hub load by moving yolov5 code base into the torch model archive
removes a stale folder for the endpoint work
This is what we are currently using for deployments
This PR
This is what we are currently using for deployments