update release note
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@ -4,18 +4,20 @@
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**Release Date:** July 31, 2025
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### Issues Resolved
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- **App no longer crashes** when running inference multiple times
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- **FPS numbers now show correctly** - no more jumping from high to low values
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- **System stays fast** during long sessions - memory usage is now controlled
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- **Processing won't get stuck** when too many images pile up
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### Improvements
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- **FPS Display**: Shows real processing speed (around 4-5 FPS typically)
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- **Memory Usage**: App automatically cleans up old data to stay efficient
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- **Real-time Processing**: Always processes the newest camera images first
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### Update
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- App automatically cleans up old data to stay efficient
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- Removed unnecessary text and confusing messages that cluttered the display
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- Add option of "upload_fw" and connect to the inference process
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- Update properties' UI prevent horizontal scroll bar
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### Fix
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- Running inference more than one times will lead to error
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- FPS visualization and calculation
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- Inference output (used to be limited to 100 output)
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### Known Bugs
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- Nodes' properties
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- Output visualization including postprocessing
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## For QA
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@ -3,7 +3,7 @@
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"description": "",
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"nodes": [
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{
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"id": "0x1cfb7f56610",
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"id": "0x17b4c1069d0",
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"name": "Input Node",
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"type": "ExactInputNode",
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"pos": [
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@ -19,7 +19,7 @@
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}
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},
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{
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"id": "0x1cfb7f75b90",
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"id": "0x17b4c129f50",
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"name": "Model Node",
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"type": "ExactModelNode",
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"pos": [
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@ -28,15 +28,16 @@
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],
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"properties": {
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"dongle_series": "520",
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"num_dongles": 1,
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"num_dongles": 3,
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"model_path": "C:/Users/mason/AppData/Local/Kneron_Academy/utils/yolov5s/yolov5s/kl520_20005_yolov5-noupsample_w640h640.nef",
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"scpu_fw_path": "C:/Users/mason/Downloads/kneron_plus_v3.1.2/kneron_plus/res/firmware/KL520/fw_scpu.bin",
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"ncpu_fw_path": "C:/Users/mason/Downloads/kneron_plus_v3.1.2/kneron_plus/res/firmware/KL520/fw_ncpu.bin",
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"port_id": "6"
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"port_id": "6, 32",
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"upload_fw": true
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}
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},
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{
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"id": "0x1cfb7f77790",
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"id": "0x17b4c12bc50",
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"name": "Output Node",
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"type": "ExactOutputNode",
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"pos": [
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@ -51,7 +52,7 @@
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}
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},
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{
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"id": "0x1cfb7f80a90",
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"id": "0x17b4c134f50",
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"name": "Preprocess Node",
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"type": "ExactPreprocessNode",
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"pos": [
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@ -67,21 +68,21 @@
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],
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"connections": [
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{
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"input_node": "0x1cfb7f80a90",
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"input_node": "0x17b4c134f50",
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"input_port": "input",
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"output_node": "0x1cfb7f56610",
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"output_node": "0x17b4c1069d0",
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"output_port": "output"
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},
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{
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"input_node": "0x1cfb7f77790",
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"input_node": "0x17b4c12bc50",
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"input_port": "input",
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"output_node": "0x1cfb7f75b90",
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"output_node": "0x17b4c129f50",
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"output_port": "output"
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},
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{
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"input_node": "0x1cfb7f75b90",
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"input_node": "0x17b4c129f50",
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"input_port": "input",
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"output_node": "0x1cfb7f80a90",
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"output_node": "0x17b4c134f50",
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"output_port": "output"
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}
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],
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