DeepDetect v0.22.0

Features

• cpp: torch predict to DTO (b88f22a)
• sliding object detection script (0e3df67)
• tensorrt object detector top_k control (655aa48)
• torch: bump to torch 1.11 and torchvision 0.12 (5d312d0)
• torch: ocr model training and inference (3fc2e27)
• trt: update tensorrt to 22.03 (c03aa9d)

Bug Fixes

• cropped model input size when publishing torch models + tests (2dabd89)
• cutout and crops in data augmentation of torch models (1ef2796)
• docker: fix libraries not found in trt docker (86f3924)
• remove semantic commit check (5d0f0c7)
• seeded random crops at test time (92feae3)
• torch best model better or equal (4d50c8e)
• torch model publish crash and repository (6a89b83)
• torch: Fix update metrics and solver options when resuming (9b0019f)

Docker images:

• CPU version: docker pull jolibrain/deepdetect_cpu:v0.22.0
• GPU (CUDA only): docker pull jolibrain/deepdetect_gpu:v0.22.0
• GPU (CUDA and Tensorrt) :docker pull jolibrain/deepdetect_cpu_tensorrt:v0.22.0
• GPU with torch backend: docker pull jolibrain/deepdetect_gpu_torch:v0.22.0
• All images available on https://hub.docker.com/u/jolibrain