Kneron PLUS 3.1.0
Features
- KL730 support NPU timeout setting
- KL730 CPU Operators working buffer size Auto-Calculation
Changes
- Upgrade OpenCV version requirement upper then 4.5.x
- Update KL730 YOLOV5s, PDC models
- Update KL520 Tiny YOLO V3 model
- KL730 change following NPU data layout definition
- 1W16C8B (New)
- 1W16C8BHL (New)
- 1W16C8B_CH_COMPACT (KneronPLUS V3.0.0 1W16C8B)
- 1W16C8BHL_CH_COMPACT (KneronPLUS V3.0.0 1W16C8BHL)
Bug Fixes
- Fix some KL730 CPU operator crash issue
- Fix Python examples of camera drop frame FPS is not the correct issue
- Fix KL630, KL730 App YOLO firmware crash issue
- Improve KL630 NPU crash recoverability
- Improve KL630 update firmware stability
- Improve KL630 USB connection stability (Need to flash the latest version kp_loader.tar and kp_daemon.tar)
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 purposes
Kneron PLUS Enterprise 3.1.0
Features
- KL730 support NPU timeout setting
- KL730 CPU Operators working buffer size Auto-Calculation
Changes
- Upgrade OpenCV version requirement upper then 4.5.x
- Update KL730 YOLOV5s, PDC models
- Update KL520 Tiny YOLO V3 model
- KL730 change following NPU data layout definition
- 1W16C8B (New)
- 1W16C8BHL (New)
- 1W16C8B_CH_COMPACT (KneronPLUS V3.0.0 1W16C8B)
- 1W16C8BHL_CH_COMPACT (KneronPLUS V3.0.0 1W16C8BHL)
Bug Fixes
- Fix some KL730 CPU operator crash issue
- Fix Python examples of camera drop frame FPS is not the correct issue
- Fix KL630, KL730 App YOLO firmware crash issue
- Improve KL630 NPU crash recoverability
- Improve KL630 update firmware stability
- Improve KL630 USB connection stability (Need to flash the latest version kp_loader.tar and kp_daemon.tar)
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 purposes
Verified Platforms for C
OS | Platform |
---|---|
Windows 10, 11 | x86_64 64-bit |
Ubuntu 18.04, 20.04 | x86_64 64-bit |
Verified Platforms for Python
OS | Platform | Python Version |
---|---|---|
Windows 10, 11 | x86_64 64-bit | 3.5-3.11 (x86_64 64-bit) |
Ubuntu 18.04, 20.04 | x86_64 64-bit | 3.5-3.11 (x86_64 64-bit) |
Provide Model
- KL520
- (Update) tiny_yolo_v3
- ssd_fd_lm
- fcos-drk53s_w512h512_kn-model-zoo
- resnet18_w224h224_kn-model-zoo
- yolov5-noupsample_w640h640_kn-model-zoo
- KL720
- YoloV5s_640_640_3
- yolov5_pd
- fcos-drk53s_w512h512_kn-model-zoo
- resnet18_w224h224_kn-model-zoo
- yolov5-noupsample_w640h640_kn-model-zoo
- kn-model-zoo-mmcls_regnetx
- kn-model-zoo-mmcls_regnetx
- kn-model-zoo-mmpose_rsn18hand
- kn-model-zoo-mmseg_stdc
- kn-model-zoo-mmtracking_bytetrack
- KL630
- YoloV5s_640_640_3
- YoloV5s480_256_3_pdc
- KL730
- (Update) YoloV5s_640_640_3
- (Update) YoloV5s480_256_3_pdc
Supported Device
- KL520 (USB boot/Flash boot)
- KL720 (Flash boot)
- KL630 (USB boot/Flash boot)
- KL730 (USB boot/Flash boot)
Versions
- KL520 firmware v2.2.0
- KL720 firmware v2.2.0
- KL630 firmware SDK-v2.5.7
- KL730 firmware SDK-v1.2.0
- Kneron DFUT v3.1.0