A selection of the best models are available for download from my Google Drive. After downloading simply store the pre-trained model directories in the experiments
directory.
A summary of the models and their results is below
TODO Add summary table
Models evaluated on the Pascal VOC, MS-COCO or ImageNet-DET dataset use the image based metrics: Box Area's - Small <32
, Medium 32-96
, Large >96
. While models evaluated on the ImageNet-VID datasets use the video based metrics: Box Area's - Small <50
, Medium 50-150
, Large >150
- Instance's Speed (motion IoU) - SLow >0.9
, MOderate 0.7-0.9
, FAst <0.7
These models are trained and tested on their respective datasets. The Pascal VOC and MS-COCO models are taken from the GluonCV Model Zoo
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