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Releases: ceccocats/tkDNN

version 0.6

23 Jul 13:04
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Works with:

  • CUDA 11.0
  • CUDNN 8.0.4
  • TENSORRT 7.2.0
  • OPENCV 4.5.2

NVIDIA jetpack 4.4

New features:

  • ShelfNet (semantic segmentation)
  • CenterNet3D (3D object detection)
  • CenterTrack2D and 3D (2D/3D object detection and tracking)
  • Scaled Yolov4 (yolov4-csp)
  • Windows support
Supported networks shelfnet_berkeley shelfnet dla34_ctrack dla34_cnet3d yolo4-csp yolo4x yolo4 yolo4_berkeley yolo3 yolo3_berkeley yolo3_coco4 yolo3_flir yolo3_512 yolo3tiny yolo3tiny_512 yolo2 yolo2_voc csresnext50-panet-spp resnet101_cnet dla34_cnet mobilenetv2ssd mobilenetv2ssd512 bdd-mobilenetv2ssdD

output segsmaller

smaller 2dsmaller

version 0.5

01 Jun 17:07
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works with:
CUDA 10.0
CUDNN 7.603
TENSORRT 6.01
OPENCV 4.1

NVIDIA jetpack 4.3

New features:

  • batch inference
  • Darknet cfg parser
  • yolo4
  • centernet
  • minor improvements
Supported networks yolo4 yolo4_berkeley yolo3 yolo3_berkeley yolo3_coco4 yolo3_flir yolo3_512 yolo3tiny yolo3tiny_512 yolo2 yolo2_voc csresnext50-panet-spp resnet101_cnet dla34_cnet mobilenetv2ssd mobilenetv2ssd512 bdd-mobilenetv2ssd

version 0.4

16 Jan 17:17
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works with:
CUDA 10.0
CUDNN 7.603
TENSORRT 6.01
OPENCV 4.1

NVIDIA jetpack 4.3

demo

Test data

26 Jul 10:42
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Test data