Commit 424d9dc4 authored by Harald Keller's avatar Harald Keller
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Commit author name

parent 25cfab7b
%% Cell type:markdown id: tags:
## Greenfield implementation of Edge Filter
Streaming in pixel data in 3xRow format to be fed to filter kernel and produce an edgemap
%% Cell type:code id: tags:
``` python
from PIL import Image as img
from pynq import Overlay, allocate, Xlnk
import pynq.lib.dma
import numpy as np
import matplotlib.pyplot as plt
```
%%%% Output: display_data
%%%% Output: display_data
%% Cell type:code id: tags:
``` python
arr_2d = np.array(img.open('lakemead_2004.jpg'))
(h,w) = arr_2d.shape
arr = np.reshape(arr_2d,(h*w))
print(arr_2d.shape)
print(arr.shape)
plt.imshow(arr_2d)
```
%%%% Output: stream
(405, 540)
(218700,)
%%%% Output: execute_result
<matplotlib.image.AxesImage at 0xac7e5f70>
%%%% Output: display_data
![](data:image/png;base64,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)
%% Cell type:code id: tags:
``` python
oly = Overlay('design_1.bit')
oly.download()
```
%% Cell type:code id: tags:
``` python
LEN = w
oly.edge_filter_0.write(0x10,LEN)
dma0 = oly.axi_dma_0
dma1 = oly.axi_dma_1
dma2 = oly.axi_dma_2
dma3 = oly.axi_dma_3
```
%% Cell type:code id: tags:
``` python
out_arr = []
for i in arr_2d[0:(len(arr_2d)-2)]:
in_ch0 = allocate(shape=(LEN,), dtype=np.int32)
in_ch1 = allocate(shape=(LEN,), dtype=np.int32)
in_ch2 = allocate(shape=(LEN,), dtype=np.int32)
op_ch0 = allocate(shape=(LEN,), dtype=np.int32)
in_ch0[:] = arr[i]
in_ch1[:] = arr[i+1]
in_ch2[:] = arr[i+2]
dma0.sendchannel.transfer(in_ch0)
dma1.sendchannel.transfer(in_ch1)
dma2.sendchannel.transfer(in_ch2)
oly.edge_filter_0.write(0x0,0x1)
dma3.recvchannel.start()
dma3.recvchannel.transfer(op_ch0)
dma0.sendchannel.wait()
dma1.sendchannel.wait()
dma2.sendchannel.wait()
out_arr.append(op_ch0)
del in_ch0
del in_ch1
del in_ch2
del op_ch0
```
%% Cell type:code id: tags:
``` python
img_sobel = (np.array(out_arr)).reshape(h-2,w)
```
%% Cell type:code id: tags:
``` python
plt.imshow(img_sobel.astype('uint8'))
```
%%%% Output: execute_result
<matplotlib.image.AxesImage at 0xaca4ea10>
%%%% Output: display_data
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)
%% Cell type:markdown id: tags:
#### I now have an answer to why the DMAs were not working , we just need to remember to check the status 0x0,0x30 or shifter by 0x4 for readers.
#### The DMA controls and synchrniztion in Hostcode and Kernelcode should be properly handled
%% Cell type:markdown id: tags:
#### Now the filter logic seems to be weird Need to Fix that !!
%% Cell type:code id: tags:
``` python
```
......
%% Cell type:markdown id: tags:
## Greenfield implementation of Edge Filter
Streaming in pixel data in 3xRow format to be fed to filter kernel and produce an edgemap
%% Cell type:code id: tags:
``` python
from PIL import Image as img
from pynq import Overlay, allocate, Xlnk
import pynq.lib.dma
import numpy as np
import matplotlib.pyplot as plt
```
%%%% Output: display_data
%%%% Output: display_data
%% Cell type:code id: tags:
``` python
arr_2d = np.array(img.open('lakemead_2004.jpg'))
(h,w) = arr_2d.shape
arr = np.reshape(arr_2d,(h*w))
print(arr_2d.shape)
print(arr.shape)
plt.imshow(arr_2d)
```
%%%% Output: stream
(405, 540)
(218700,)
%%%% Output: execute_result
<matplotlib.image.AxesImage at 0xac7e5f70>
%%%% Output: display_data
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)
%% Cell type:code id: tags:
``` python
oly = Overlay('design_1.bit')
oly.download()
```
%% Cell type:code id: tags:
``` python
LEN = w
oly.edge_filter_0.write(0x10,LEN)
dma0 = oly.axi_dma_0
dma1 = oly.axi_dma_1
dma2 = oly.axi_dma_2
dma3 = oly.axi_dma_3
```
%% Cell type:code id: tags:
``` python
out_arr = []
for i in arr_2d[0:(len(arr_2d)-2)]:
in_ch0 = allocate(shape=(LEN,), dtype=np.int32)
in_ch1 = allocate(shape=(LEN,), dtype=np.int32)
in_ch2 = allocate(shape=(LEN,), dtype=np.int32)
op_ch0 = allocate(shape=(LEN,), dtype=np.int32)
in_ch0[:] = arr[i]
in_ch1[:] = arr[i+1]
in_ch2[:] = arr[i+2]
dma0.sendchannel.transfer(in_ch0)
dma1.sendchannel.transfer(in_ch1)
dma2.sendchannel.transfer(in_ch2)
oly.edge_filter_0.write(0x0,0x1)
dma3.recvchannel.start()
dma3.recvchannel.transfer(op_ch0)
dma0.sendchannel.wait()
dma1.sendchannel.wait()
dma2.sendchannel.wait()
out_arr.append(op_ch0)
del in_ch0
del in_ch1
del in_ch2
del op_ch0
```
%% Cell type:code id: tags:
``` python
img_sobel = (np.array(out_arr)).reshape(h-2,w)
```
%% Cell type:code id: tags:
``` python
plt.imshow(img_sobel.astype('uint8'))
```
%%%% Output: execute_result
<matplotlib.image.AxesImage at 0xaca4ea10>
%%%% Output: display_data
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)
%% Cell type:markdown id: tags:
#### I now have an answer to why the DMAs were not working , we just need to remember to check the status 0x0,0x30 or shifter by 0x4 for readers.
#### The DMA controls and synchrniztion in Hostcode and Kernelcode should be properly handled
%% Cell type:markdown id: tags:
#### Now the filter logic seems to be weird Need to Fix that !!
%% Cell type:code id: tags:
``` python
```
......
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