Kneron PLUS 1.3.0
Features
- Provided inference data dump and profiling APIs
- Provided USB driver installer for windows 10 environment
- Provided APIs to load encrypted model to multiple dongles
- Supported YCbCr formats(other orders)
- Refactored error code and its description
- KL520 App Yolo support post-processing configuration
- Provide DFUT_console for upgrade device firmware
Changes
- Updated KL720 demo model – Yolov5s(from without sigmoid to with sigmoid)
- Changed default input/result buffer count and size
Bug Fixes
- Fixed ncpu load FW failure while debugging with JLINK
- Fixed Yolo post-processing crash when detecting too many objects
- Fixed some other bugs
The following components are contained in Kneron PLUS:
- KP API (C/Python)
- Example code
- ModelZoo example code
- KDP2 firmware code
- Pre-build firmware binary files
- NEF files for demonstration purpose
Kneron PLUS Enterprise 1.3.0
Changes
- Supported rerun kl720_demo_hico_cam_inference without push reset
- Changed example for print log from App Yolo to generic inference
- Extend the maximum reasonable depth value of ToF module to 1875 mm
Bug Fixes
- Fixed HICO MIPI example re-connect fail on Linux OS
- Fixed some other bugs
The following components are contained in Kneron PLUS:
- KP API (C/Python)
- Example code
- Enterprise example code
- ModelZoo example code
- KDP2 firmware code
- Pre-build firmware binary files
- NEF files for demonstration purpose
Verified Platforms for C
OS | Platform |
---|---|
Windows 10 | x86_64 64-bit |
Ubuntu 18.04 | x86_64 64-bit |
Raspberry Pi OS - Buster | armv7l 32-bit |
Verified Platforms for Python
OS | Platform | Python Version |
---|---|---|
Windows 10 | x86_64 64-bit | 3.5-3.9 (x86_64 64-bit) |
Ubuntu 18.04 | x86_64 64-bit | 3.5-3.9 (x86_64 64-bit) |
Raspberry Pi OS - Buster | armv7l 32-bit | 3.5-3.9 (armv7l 32-bit) |
macOS (Alpha) | x86_64 64-bit | 3.5-3.9 (x86_64 64-bit) |
Provide Model
- KL520
- tiny_yolo_v3
- ssd_fd_lm
- fcos-drk53s_w512h512_kn-model-zoo
- resnet18_w224h224_kn-model-zoo
- yolov5-noupsample_w640h640_kn-model-zoo
- KL720
- (new) YoloV5s_640_640_3
- fcos-drk53s_w512h512_kn-model-zoo
- resnet18_w224h224_kn-model-zoo
- yolov5-noupsample_w640h640_kn-model-zoo
Supported Device
- KL520 (USB boot/Flash boot)
- KL720 (Flash boot)
Versions
- KL520 firmware v1.7.0
- KL720 firmware v1.5.0
- Kneron DFUT v1.3.0