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yolov4-leaky-416-int8-qop

Object Detection

Model card Files Files and versions

yolov4-leaky-416-int8-qop

653 MB

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1 contributor

History: 38 commits

Thefalley's picture

Add Visual comparison (FP32 vs INT8) section to model card

20e53b1 verified about 1 month ago

images
Add inference example: compare_traffic.png about 1 month ago
inference_outputs
Add inference output: inference_bus.png (generated by the published INT8 ONNX) about 1 month ago
.gitattributes

2.75 kB
Add inference output: inference_bus.png (generated by the published INT8 ONNX) about 1 month ago
LICENSE

1.46 kB
Add MIT LICENSE about 1 month ago
NOTICE.md

4.52 kB
Add NOTICE.md (clean MIT chain) about 1 month ago
README.md

5.15 kB
Add Visual comparison (FP32 vs INT8) section to model card about 1 month ago
inference.py

8.92 kB
Add inference script with decoder about 1 month ago
quantize_float_to_int8.py

3.19 kB
Add reproducible quantization script about 1 month ago
yolov4-leaky-416_float.onnx

257 MB
xet

Add float ONNX (raw outputs) about 1 month ago
yolov4-leaky-416_int8_qop.onnx

64.7 MB
xet

Add INT8 QOperator ONNX about 1 month ago
yolov4_float.onnx

257 MB
xet

Add float ONNX (intermediate, pre-quantization) about 2 months ago
yolov4_int8_qop.onnx

64.6 MB
xet

Add INT8 ONNX (QOperator) about 2 months ago